diff --git a/Homework2/Vue-Template/data/average_remote_ratio.json b/Homework2/Vue-Template/data/average_remote_ratio.json
new file mode 100644
index 0000000..0bfd1e2
--- /dev/null
+++ b/Homework2/Vue-Template/data/average_remote_ratio.json
@@ -0,0 +1,376 @@
+{
+ "data":[
+ {
+ "job_title": "Principal Data Scientist",
+ "job_title_average_remote_ratio": 88
+ },
+ {
+ "job_title": "ML Engineer",
+ "job_title_average_remote_ratio": 68
+ },
+ {
+ "job_title": "Data Scientist",
+ "job_title_average_remote_ratio": 48
+ },
+ {
+ "job_title": "Applied Scientist",
+ "job_title_average_remote_ratio": 45
+ },
+ {
+ "job_title": "Data Analyst",
+ "job_title_average_remote_ratio": 46
+ },
+ {
+ "job_title": "Data Modeler",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "Research Engineer",
+ "job_title_average_remote_ratio": 19
+ },
+ {
+ "job_title": "Analytics Engineer",
+ "job_title_average_remote_ratio": 54
+ },
+ {
+ "job_title": "Business Intelligence Engineer",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "Machine Learning Engineer",
+ "job_title_average_remote_ratio": 41
+ },
+ {
+ "job_title": "Data Strategist",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "Data Engineer",
+ "job_title_average_remote_ratio": 42
+ },
+ {
+ "job_title": "Computer Vision Engineer",
+ "job_title_average_remote_ratio": 36
+ },
+ {
+ "job_title": "Data Quality Analyst",
+ "job_title_average_remote_ratio": 14
+ },
+ {
+ "job_title": "Compliance Data Analyst",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Data Architect",
+ "job_title_average_remote_ratio": 68
+ },
+ {
+ "job_title": "Applied Machine Learning Engineer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "AI Developer",
+ "job_title_average_remote_ratio": 32
+ },
+ {
+ "job_title": "Research Scientist",
+ "job_title_average_remote_ratio": 27
+ },
+ {
+ "job_title": "Data Analytics Manager",
+ "job_title_average_remote_ratio": 36
+ },
+ {
+ "job_title": "Business Data Analyst",
+ "job_title_average_remote_ratio": 70
+ },
+ {
+ "job_title": "Applied Data Scientist",
+ "job_title_average_remote_ratio": 80
+ },
+ {
+ "job_title": "Staff Data Analyst",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "ETL Engineer",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Data DevOps Engineer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Head of Data",
+ "job_title_average_remote_ratio": 55
+ },
+ {
+ "job_title": "Data Science Manager",
+ "job_title_average_remote_ratio": 47
+ },
+ {
+ "job_title": "Data Manager",
+ "job_title_average_remote_ratio": 16
+ },
+ {
+ "job_title": "Machine Learning Researcher",
+ "job_title_average_remote_ratio": 83
+ },
+ {
+ "job_title": "Big Data Engineer",
+ "job_title_average_remote_ratio": 59
+ },
+ {
+ "job_title": "Data Specialist",
+ "job_title_average_remote_ratio": 43
+ },
+ {
+ "job_title": "Lead Data Analyst",
+ "job_title_average_remote_ratio": 70
+ },
+ {
+ "job_title": "BI Data Engineer",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Director of Data Science",
+ "job_title_average_remote_ratio": 36
+ },
+ {
+ "job_title": "Machine Learning Scientist",
+ "job_title_average_remote_ratio": 44
+ },
+ {
+ "job_title": "MLOps Engineer",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "AI Scientist",
+ "job_title_average_remote_ratio": 72
+ },
+ {
+ "job_title": "Autonomous Vehicle Technician",
+ "job_title_average_remote_ratio": 25
+ },
+ {
+ "job_title": "Applied Machine Learning Scientist",
+ "job_title_average_remote_ratio": 79
+ },
+ {
+ "job_title": "Lead Data Scientist",
+ "job_title_average_remote_ratio": 61
+ },
+ {
+ "job_title": "Cloud Database Engineer",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Financial Data Analyst",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Data Infrastructure Engineer",
+ "job_title_average_remote_ratio": 67
+ },
+ {
+ "job_title": "Software Data Engineer",
+ "job_title_average_remote_ratio": 75
+ },
+ {
+ "job_title": "AI Programmer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Data Operations Engineer",
+ "job_title_average_remote_ratio": 80
+ },
+ {
+ "job_title": "BI Developer",
+ "job_title_average_remote_ratio": 69
+ },
+ {
+ "job_title": "Data Science Lead",
+ "job_title_average_remote_ratio": 19
+ },
+ {
+ "job_title": "Deep Learning Researcher",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "BI Analyst",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Data Science Consultant",
+ "job_title_average_remote_ratio": 27
+ },
+ {
+ "job_title": "Data Analytics Specialist",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "BI Data Analyst",
+ "job_title_average_remote_ratio": 73
+ },
+ {
+ "job_title": "Head of Data Science",
+ "job_title_average_remote_ratio": 28
+ },
+ {
+ "job_title": "Insight Analyst",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "Deep Learning Engineer",
+ "job_title_average_remote_ratio": 67
+ },
+ {
+ "job_title": "Machine Learning Software Engineer",
+ "job_title_average_remote_ratio": 55
+ },
+ {
+ "job_title": "Big Data Architect",
+ "job_title_average_remote_ratio": 75
+ },
+ {
+ "job_title": "Product Data Analyst",
+ "job_title_average_remote_ratio": 80
+ },
+ {
+ "job_title": "Computer Vision Software Engineer",
+ "job_title_average_remote_ratio": 90
+ },
+ {
+ "job_title": "Azure Data Engineer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Marketing Data Engineer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Data Analytics Lead",
+ "job_title_average_remote_ratio": 75
+ },
+ {
+ "job_title": "Data Lead",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "Data Science Engineer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Machine Learning Research Engineer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "NLP Engineer",
+ "job_title_average_remote_ratio": 43
+ },
+ {
+ "job_title": "Manager Data Management",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Machine Learning Developer",
+ "job_title_average_remote_ratio": 93
+ },
+ {
+ "job_title": "3D Computer Vision Researcher",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Principal Machine Learning Engineer",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Data Analytics Engineer",
+ "job_title_average_remote_ratio": 83
+ },
+ {
+ "job_title": "Data Analytics Consultant",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Data Management Specialist",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "Data Science Tech Lead",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Data Scientist Lead",
+ "job_title_average_remote_ratio": 75
+ },
+ {
+ "job_title": "Cloud Data Engineer",
+ "job_title_average_remote_ratio": 83
+ },
+ {
+ "job_title": "Data Operations Analyst",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Marketing Data Analyst",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Power BI Developer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Product Data Scientist",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Principal Data Architect",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Machine Learning Manager",
+ "job_title_average_remote_ratio": 83
+ },
+ {
+ "job_title": "Lead Machine Learning Engineer",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "ETL Developer",
+ "job_title_average_remote_ratio": 60
+ },
+ {
+ "job_title": "Cloud Data Architect",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Lead Data Engineer",
+ "job_title_average_remote_ratio": 67
+ },
+ {
+ "job_title": "Head of Machine Learning",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "Principal Data Analyst",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Principal Data Engineer",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Staff Data Scientist",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "Finance Data Analyst",
+ "job_title_average_remote_ratio": 50
+ }
+ ]
+}
\ No newline at end of file
diff --git a/Homework2/Vue-Template/data/average_salary.json b/Homework2/Vue-Template/data/average_salary.json
new file mode 100644
index 0000000..1edab3e
--- /dev/null
+++ b/Homework2/Vue-Template/data/average_salary.json
@@ -0,0 +1,376 @@
+{
+ "data": [
+ {
+ "job_title": "PDS",
+ "job_title_average_salary": 198171
+ },
+ {
+ "job_title": "MLE",
+ "job_title_average_salary": 158352
+ },
+ {
+ "job_title": "DS",
+ "job_title_average_salary": 140870
+ },
+ {
+ "job_title": "AS",
+ "job_title_average_salary": 190264
+ },
+ {
+ "job_title": "DA",
+ "job_title_average_salary": 108716
+ },
+ {
+ "job_title": "DM",
+ "job_title_average_salary": 118900
+ },
+ {
+ "job_title": "RE",
+ "job_title_average_salary": 163108
+ },
+ {
+ "job_title": "AE",
+ "job_title_average_salary": 152369
+ },
+ {
+ "job_title": "BIE",
+ "job_title_average_salary": 174150
+ },
+ {
+ "job_title": "MLE",
+ "job_title_average_salary": 154691
+ },
+ {
+ "job_title": "DS",
+ "job_title_average_salary": 81000
+ },
+ {
+ "job_title": "DE",
+ "job_title_average_salary": 142786
+ },
+ {
+ "job_title": "CVE",
+ "job_title_average_salary": 143536
+ },
+ {
+ "job_title": "DQA",
+ "job_title_average_salary": 85311
+ },
+ {
+ "job_title": "CDA",
+ "job_title_average_salary": 30000
+ },
+ {
+ "job_title": "DA",
+ "job_title_average_salary": 161714
+ },
+ {
+ "job_title": "AMLE",
+ "job_title_average_salary": 99876
+ },
+ {
+ "job_title": "AID",
+ "job_title_average_salary": 136666
+ },
+ {
+ "job_title": "RS",
+ "job_title_average_salary": 161214
+ },
+ {
+ "job_title": "DAM",
+ "job_title_average_salary": 141879
+ },
+ {
+ "job_title": "BDA",
+ "job_title_average_salary": 66065
+ },
+ {
+ "job_title": "ADS",
+ "job_title_average_salary": 113726
+ },
+ {
+ "job_title": "SDA",
+ "job_title_average_salary": 15000
+ },
+ {
+ "job_title": "EE",
+ "job_title_average_salary": 71395
+ },
+ {
+ "job_title": "DDE",
+ "job_title_average_salary": 53654
+ },
+ {
+ "job_title": "HD",
+ "job_title_average_salary": 183858
+ },
+ {
+ "job_title": "DSM",
+ "job_title_average_salary": 191279
+ },
+ {
+ "job_title": "DM",
+ "job_title_average_salary": 116613
+ },
+ {
+ "job_title": "MLR",
+ "job_title_average_salary": 105873
+ },
+ {
+ "job_title": "BDE",
+ "job_title_average_salary": 68672
+ },
+ {
+ "job_title": "DS",
+ "job_title_average_salary": 119643
+ },
+ {
+ "job_title": "LDA",
+ "job_title_average_salary": 72569
+ },
+ {
+ "job_title": "BIE",
+ "job_title_average_salary": 60000
+ },
+ {
+ "job_title": "DDS",
+ "job_title_average_salary": 195141
+ },
+ {
+ "job_title": "MLS",
+ "job_title_average_salary": 163220
+ },
+ {
+ "job_title": "MLE",
+ "job_title_average_salary": 129000
+ },
+ {
+ "job_title": "AIS",
+ "job_title_average_salary": 110121
+ },
+ {
+ "job_title": "AVT",
+ "job_title_average_salary": 26278
+ },
+ {
+ "job_title": "AMLS",
+ "job_title_average_salary": 109453
+ },
+ {
+ "job_title": "LDS",
+ "job_title_average_salary": 112776
+ },
+ {
+ "job_title": "CDE",
+ "job_title_average_salary": 155000
+ },
+ {
+ "job_title": "FDA",
+ "job_title_average_salary": 101667
+ },
+ {
+ "job_title": "DIE",
+ "job_title_average_salary": 175052
+ },
+ {
+ "job_title": "SDE",
+ "job_title_average_salary": 62510
+ },
+ {
+ "job_title": "AIP",
+ "job_title_average_salary": 55000
+ },
+ {
+ "job_title": "DOE",
+ "job_title_average_salary": 98485
+ },
+ {
+ "job_title": "BID",
+ "job_title_average_salary": 129846
+ },
+ {
+ "job_title": "DSL",
+ "job_title_average_salary": 156334
+ },
+ {
+ "job_title": "DLR",
+ "job_title_average_salary": 123405
+ },
+ {
+ "job_title": "BIA",
+ "job_title_average_salary": 104889
+ },
+ {
+ "job_title": "DSC",
+ "job_title_average_salary": 87012
+ },
+ {
+ "job_title": "DAS",
+ "job_title_average_salary": 95000
+ },
+ {
+ "job_title": "MLIE",
+ "job_title_average_salary": 143012
+ },
+ {
+ "job_title": "BDA",
+ "job_title_average_salary": 60440
+ },
+ {
+ "job_title": "HDS",
+ "job_title_average_salary": 160592
+ },
+ {
+ "job_title": "IA",
+ "job_title_average_salary": 46786
+ },
+ {
+ "job_title": "DLE",
+ "job_title_average_salary": 109241
+ },
+ {
+ "job_title": "MLSE",
+ "job_title_average_salary": 192420
+ },
+ {
+ "job_title": "BDA",
+ "job_title_average_salary": 125803
+ },
+ {
+ "job_title": "PDA",
+ "job_title_average_salary": 56497
+ },
+ {
+ "job_title": "CVSE",
+ "job_title_average_salary": 77695
+ },
+ {
+ "job_title": "ADE",
+ "job_title_average_salary": 100000
+ },
+ {
+ "job_title": "MDE",
+ "job_title_average_salary": 66970
+ },
+ {
+ "job_title": "DAL",
+ "job_title_average_salary": 211255
+ },
+ {
+ "job_title": "DL",
+ "job_title_average_salary": 212500
+ },
+ {
+ "job_title": "DSE",
+ "job_title_average_salary": 93482
+ },
+ {
+ "job_title": "MLRE",
+ "job_title_average_salary": 42819
+ },
+ {
+ "job_title": "NLPE",
+ "job_title_average_salary": 132785
+ },
+ {
+ "job_title": "MDM",
+ "job_title_average_salary": 125000
+ },
+ {
+ "job_title": "MLDE",
+ "job_title_average_salary": 74518
+ },
+ {
+ "job_title": "3DCVR",
+ "job_title_average_salary": 21352
+ },
+ {
+ "job_title": "PMLE",
+ "job_title_average_salary": 190000
+ },
+ {
+ "job_title": "DAE",
+ "job_title_average_salary": 67866
+ },
+ {
+ "job_title": "DAL",
+ "job_title_average_salary": 81500
+ },
+ {
+ "job_title": "DMS",
+ "job_title_average_salary": 68293
+ },
+ {
+ "job_title": "DSTL",
+ "job_title_average_salary": 375000
+ },
+ {
+ "job_title": "DSL",
+ "job_title_average_salary": 136153
+ },
+ {
+ "job_title": "CDE",
+ "job_title_average_salary": 87301
+ },
+ {
+ "job_title": "DOA",
+ "job_title_average_salary": 90563
+ },
+ {
+ "job_title": "MDA",
+ "job_title_average_salary": 144327
+ },
+ {
+ "job_title": "PBID",
+ "job_title_average_salary": 5409
+ },
+ {
+ "job_title": "PDA",
+ "job_title_average_salary": 8000
+ },
+ {
+ "job_title": "PDA",
+ "job_title_average_salary": 38154
+ },
+ {
+ "job_title": "MLM",
+ "job_title_average_salary": 155701
+ },
+ {
+ "job_title": "LMLE",
+ "job_title_average_salary": 82928
+ },
+ {
+ "job_title": "ED",
+ "job_title_average_salary": 131454
+ },
+ {
+ "job_title": "CDA",
+ "job_title_average_salary": 250000
+ },
+ {
+ "job_title": "LDE",
+ "job_title_average_salary": 139230
+ },
+ {
+ "job_title": "HML",
+ "job_title_average_salary": 76309
+ },
+ {
+ "job_title": "PDA",
+ "job_title_average_salary": 122500
+ },
+ {
+ "job_title": "PDE",
+ "job_title_average_salary": 192500
+ },
+ {
+ "job_title": "SDS",
+ "job_title_average_salary": 105000
+ },
+ {
+ "job_title": "FDA",
+ "job_title_average_salary": 61896
+ }
+ ]
+}
diff --git a/Homework2/Vue-Template/data/ds_salaries.json b/Homework2/Vue-Template/data/ds_salaries.json
new file mode 100644
index 0000000..444c92b
--- /dev/null
+++ b/Homework2/Vue-Template/data/ds_salaries.json
@@ -0,0 +1,48817 @@
+[
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 85847,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "ML Engineer",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "ML Engineer",
+ "salary": 25500,
+ "salary_currency": "USD",
+ "salary_in_usd": 25500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 219000,
+ "salary_currency": "USD",
+ "salary_in_usd": 219000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141000,
+ "salary_currency": "USD",
+ "salary_in_usd": 141000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 213660,
+ "salary_currency": "USD",
+ "salary_in_usd": 213660,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 130760,
+ "salary_currency": "USD",
+ "salary_in_usd": 130760,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Modeler",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Modeler",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 174000,
+ "salary_currency": "USD",
+ "salary_in_usd": 174000,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143200,
+ "salary_currency": "USD",
+ "salary_in_usd": 143200,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Intelligence Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Intelligence Engineer",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Strategist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Strategist",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 253200,
+ "salary_currency": "USD",
+ "salary_in_usd": 253200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 342810,
+ "salary_currency": "USD",
+ "salary_in_usd": 342810,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 184590,
+ "salary_currency": "USD",
+ "salary_in_usd": 184590,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105380,
+ "salary_currency": "USD",
+ "salary_in_usd": 105380,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 64500,
+ "salary_currency": "USD",
+ "salary_in_usd": 64500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Compliance Data Analyst",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 1650000,
+ "salary_currency": "INR",
+ "salary_in_usd": 20984,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 204620,
+ "salary_currency": "USD",
+ "salary_in_usd": 204620,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 110680,
+ "salary_currency": "USD",
+ "salary_in_usd": 110680,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 270703,
+ "salary_currency": "USD",
+ "salary_in_usd": 270703,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 221484,
+ "salary_currency": "USD",
+ "salary_in_usd": 221484,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 212750,
+ "salary_currency": "USD",
+ "salary_in_usd": 212750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 262000,
+ "salary_currency": "USD",
+ "salary_in_usd": 262000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 218500,
+ "salary_currency": "USD",
+ "salary_in_usd": 218500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 199098,
+ "salary_currency": "USD",
+ "salary_in_usd": 199098,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 203300,
+ "salary_currency": "USD",
+ "salary_in_usd": 203300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 123600,
+ "salary_currency": "USD",
+ "salary_in_usd": 123600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 189110,
+ "salary_currency": "USD",
+ "salary_in_usd": 189110,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 258750,
+ "salary_currency": "USD",
+ "salary_in_usd": 258750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 231500,
+ "salary_currency": "USD",
+ "salary_in_usd": 231500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 166000,
+ "salary_currency": "USD",
+ "salary_in_usd": 166000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172500,
+ "salary_currency": "USD",
+ "salary_in_usd": 172500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110500,
+ "salary_currency": "USD",
+ "salary_in_usd": 110500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 238000,
+ "salary_currency": "USD",
+ "salary_in_usd": 238000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 176000,
+ "salary_currency": "USD",
+ "salary_in_usd": 176000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 201450,
+ "salary_currency": "USD",
+ "salary_in_usd": 201450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 309400,
+ "salary_currency": "USD",
+ "salary_in_usd": 309400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 159100,
+ "salary_currency": "USD",
+ "salary_in_usd": 159100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 201450,
+ "salary_currency": "USD",
+ "salary_in_usd": 201450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 280000,
+ "salary_currency": "USD",
+ "salary_in_usd": 280000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 280100,
+ "salary_currency": "USD",
+ "salary_in_usd": 280100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 168100,
+ "salary_currency": "USD",
+ "salary_in_usd": 168100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 193500,
+ "salary_currency": "USD",
+ "salary_in_usd": 193500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 510000,
+ "salary_currency": "HKD",
+ "salary_in_usd": 65062,
+ "employee_residence": "HK",
+ "remote_ratio": 0,
+ "company_location": "HK",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69751,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 96578,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Intelligence Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Intelligence Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163196,
+ "salary_currency": "USD",
+ "salary_in_usd": 163196,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 145885,
+ "salary_currency": "USD",
+ "salary_in_usd": 145885,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 217000,
+ "salary_currency": "USD",
+ "salary_in_usd": 217000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 202800,
+ "salary_currency": "USD",
+ "salary_in_usd": 202800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 104300,
+ "salary_currency": "USD",
+ "salary_in_usd": 104300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132300,
+ "salary_currency": "USD",
+ "salary_in_usd": 132300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 179170,
+ "salary_currency": "USD",
+ "salary_in_usd": 179170,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 94300,
+ "salary_currency": "USD",
+ "salary_in_usd": 94300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 152500,
+ "salary_currency": "USD",
+ "salary_in_usd": 152500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 116450,
+ "salary_currency": "USD",
+ "salary_in_usd": 116450,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 247300,
+ "salary_currency": "USD",
+ "salary_in_usd": 247300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133800,
+ "salary_currency": "USD",
+ "salary_in_usd": 133800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 203000,
+ "salary_currency": "USD",
+ "salary_in_usd": 203000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 133000,
+ "salary_currency": "USD",
+ "salary_in_usd": 133000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 54000,
+ "salary_currency": "CHF",
+ "salary_in_usd": 56536,
+ "employee_residence": "CH",
+ "remote_ratio": 100,
+ "company_location": "CH",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 289800,
+ "salary_currency": "USD",
+ "salary_in_usd": 289800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 214000,
+ "salary_currency": "USD",
+ "salary_in_usd": 214000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 179820,
+ "salary_currency": "USD",
+ "salary_in_usd": 179820,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143860,
+ "salary_currency": "USD",
+ "salary_in_usd": 143860,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 283200,
+ "salary_currency": "USD",
+ "salary_in_usd": 283200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 188800,
+ "salary_currency": "USD",
+ "salary_in_usd": 188800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 289800,
+ "salary_currency": "USD",
+ "salary_in_usd": 289800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 214200,
+ "salary_currency": "USD",
+ "salary_in_usd": 214200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 161800,
+ "salary_currency": "USD",
+ "salary_in_usd": 161800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 141600,
+ "salary_currency": "USD",
+ "salary_in_usd": 141600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 342300,
+ "salary_currency": "USD",
+ "salary_in_usd": 342300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 176100,
+ "salary_currency": "USD",
+ "salary_in_usd": 176100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 138784,
+ "salary_currency": "USD",
+ "salary_in_usd": 138784,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 83270,
+ "salary_currency": "USD",
+ "salary_in_usd": 83270,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 138900,
+ "salary_currency": "USD",
+ "salary_in_usd": 138900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 318300,
+ "salary_currency": "USD",
+ "salary_in_usd": 318300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 212200,
+ "salary_currency": "USD",
+ "salary_in_usd": 212200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143200,
+ "salary_currency": "USD",
+ "salary_in_usd": 143200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 1700000,
+ "salary_currency": "INR",
+ "salary_in_usd": 20670,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 38000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 46178,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 42533,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 309400,
+ "salary_currency": "USD",
+ "salary_in_usd": 309400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 159100,
+ "salary_currency": "USD",
+ "salary_in_usd": 159100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54685,
+ "employee_residence": "CF",
+ "remote_ratio": 100,
+ "company_location": "CF",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 42533,
+ "employee_residence": "CF",
+ "remote_ratio": 100,
+ "company_location": "CF",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 241000,
+ "salary_currency": "USD",
+ "salary_in_usd": 241000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 66837,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54685,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Staff Data Analyst",
+ "salary": 15000,
+ "salary_currency": "USD",
+ "salary_in_usd": 15000,
+ "employee_residence": "NG",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ETL Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 85066,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ETL Engineer",
+ "salary": 47500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 57723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 228000,
+ "salary_currency": "USD",
+ "salary_in_usd": 228000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data DevOps Engineer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 53654,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 224000,
+ "salary_currency": "USD",
+ "salary_in_usd": 224000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 176000,
+ "salary_currency": "USD",
+ "salary_in_usd": 176000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 1400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17022,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 100000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 68318,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "FI",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 100000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 75020,
+ "employee_residence": "FI",
+ "remote_ratio": 0,
+ "company_location": "FI",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 329500,
+ "salary_currency": "USD",
+ "salary_in_usd": 329500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 269600,
+ "salary_currency": "USD",
+ "salary_in_usd": 269600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122900,
+ "salary_currency": "USD",
+ "salary_in_usd": 122900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 191765,
+ "salary_currency": "USD",
+ "salary_in_usd": 191765,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 134236,
+ "salary_currency": "USD",
+ "salary_in_usd": 134236,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 84000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 88256,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105500,
+ "salary_currency": "USD",
+ "salary_in_usd": 105500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 293000,
+ "salary_currency": "USD",
+ "salary_in_usd": 293000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 148500,
+ "salary_currency": "USD",
+ "salary_in_usd": 148500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240500,
+ "salary_currency": "USD",
+ "salary_in_usd": 240500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 123700,
+ "salary_currency": "USD",
+ "salary_in_usd": 123700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 152900,
+ "salary_currency": "USD",
+ "salary_in_usd": 152900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 117100,
+ "salary_currency": "USD",
+ "salary_in_usd": 117100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 173000,
+ "salary_currency": "USD",
+ "salary_in_usd": 173000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 149500,
+ "salary_currency": "USD",
+ "salary_in_usd": 149500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127075,
+ "salary_currency": "USD",
+ "salary_in_usd": 127075,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 219535,
+ "salary_currency": "USD",
+ "salary_in_usd": 219535,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146115,
+ "salary_currency": "USD",
+ "salary_in_usd": 146115,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 199000,
+ "salary_currency": "USD",
+ "salary_in_usd": 199000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 162000,
+ "salary_currency": "USD",
+ "salary_in_usd": 162000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 221000,
+ "salary_currency": "USD",
+ "salary_in_usd": 221000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 187000,
+ "salary_currency": "USD",
+ "salary_in_usd": 187000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 179000,
+ "salary_currency": "USD",
+ "salary_in_usd": 179000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 142000,
+ "salary_currency": "USD",
+ "salary_in_usd": 142000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 198800,
+ "salary_currency": "USD",
+ "salary_in_usd": 198800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 86000,
+ "salary_currency": "USD",
+ "salary_in_usd": 86000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 40663,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FL",
+ "job_title": "Machine Learning Researcher",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "UA",
+ "remote_ratio": 50,
+ "company_location": "UA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 280700,
+ "salary_currency": "USD",
+ "salary_in_usd": 280700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150450,
+ "salary_currency": "USD",
+ "salary_in_usd": 150450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 51753,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 250500,
+ "salary_currency": "USD",
+ "salary_in_usd": 250500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 159500,
+ "salary_currency": "USD",
+ "salary_in_usd": 159500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130001,
+ "salary_currency": "USD",
+ "salary_in_usd": 130001,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 71907,
+ "salary_currency": "USD",
+ "salary_in_usd": 71907,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 93918,
+ "salary_currency": "USD",
+ "salary_in_usd": 93918,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 51962,
+ "salary_currency": "USD",
+ "salary_in_usd": 51962,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 257000,
+ "salary_currency": "USD",
+ "salary_in_usd": 257000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 147000,
+ "salary_currency": "USD",
+ "salary_in_usd": 147000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 222000,
+ "salary_currency": "USD",
+ "salary_in_usd": 222000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 203000,
+ "salary_currency": "USD",
+ "salary_in_usd": 203000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 133200,
+ "salary_currency": "USD",
+ "salary_in_usd": 133200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 213660,
+ "salary_currency": "USD",
+ "salary_in_usd": 213660,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 130760,
+ "salary_currency": "USD",
+ "salary_in_usd": 130760,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 221000,
+ "salary_currency": "USD",
+ "salary_in_usd": 221000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 147000,
+ "salary_currency": "USD",
+ "salary_in_usd": 147000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 238000,
+ "salary_currency": "USD",
+ "salary_in_usd": 238000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156000,
+ "salary_currency": "USD",
+ "salary_in_usd": 156000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 304000,
+ "salary_currency": "USD",
+ "salary_in_usd": 304000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 199000,
+ "salary_currency": "USD",
+ "salary_in_usd": 199000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 161200,
+ "salary_currency": "GBP",
+ "salary_in_usd": 195895,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 84570,
+ "salary_currency": "GBP",
+ "salary_in_usd": 102772,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 183600,
+ "salary_currency": "USD",
+ "salary_in_usd": 183600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 289076,
+ "salary_currency": "USD",
+ "salary_in_usd": 289076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 202353,
+ "salary_currency": "USD",
+ "salary_in_usd": 202353,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 157750,
+ "salary_currency": "USD",
+ "salary_in_usd": 157750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104650,
+ "salary_currency": "USD",
+ "salary_in_usd": 104650,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 68000,
+ "salary_currency": "USD",
+ "salary_in_usd": 68000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 179820,
+ "salary_currency": "USD",
+ "salary_in_usd": 179820,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143860,
+ "salary_currency": "USD",
+ "salary_in_usd": 143860,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105500,
+ "salary_currency": "USD",
+ "salary_in_usd": 105500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 241000,
+ "salary_currency": "USD",
+ "salary_in_usd": 241000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 181000,
+ "salary_currency": "USD",
+ "salary_in_usd": 181000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191765,
+ "salary_currency": "USD",
+ "salary_in_usd": 191765,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134236,
+ "salary_currency": "USD",
+ "salary_in_usd": 134236,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 64200,
+ "salary_currency": "USD",
+ "salary_in_usd": 64200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 56100,
+ "salary_currency": "USD",
+ "salary_in_usd": 56100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 208450,
+ "salary_currency": "USD",
+ "salary_in_usd": 208450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170550,
+ "salary_currency": "USD",
+ "salary_in_usd": 170550,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 171250,
+ "salary_currency": "USD",
+ "salary_in_usd": 171250,
+ "employee_residence": "IE",
+ "remote_ratio": 0,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 113750,
+ "salary_currency": "USD",
+ "salary_in_usd": 113750,
+ "employee_residence": "IE",
+ "remote_ratio": 0,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100500,
+ "salary_currency": "USD",
+ "salary_in_usd": 100500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 182500,
+ "salary_currency": "USD",
+ "salary_in_usd": 182500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121500,
+ "salary_currency": "USD",
+ "salary_in_usd": 121500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 203100,
+ "salary_currency": "USD",
+ "salary_in_usd": 203100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 114500,
+ "salary_currency": "USD",
+ "salary_in_usd": 114500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54685,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 92700,
+ "salary_currency": "USD",
+ "salary_in_usd": 92700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 61800,
+ "salary_currency": "USD",
+ "salary_in_usd": 61800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 258000,
+ "salary_currency": "USD",
+ "salary_in_usd": 258000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 57000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59888,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 286000,
+ "salary_currency": "USD",
+ "salary_in_usd": 286000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 207000,
+ "salary_currency": "USD",
+ "salary_in_usd": 207000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 223250,
+ "salary_currency": "USD",
+ "salary_in_usd": 223250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178600,
+ "salary_currency": "USD",
+ "salary_in_usd": 178600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 353200,
+ "salary_currency": "USD",
+ "salary_in_usd": 353200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 249300,
+ "salary_currency": "USD",
+ "salary_in_usd": 249300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 297300,
+ "salary_currency": "USD",
+ "salary_in_usd": 297300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 151800,
+ "salary_currency": "USD",
+ "salary_in_usd": 151800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 317070,
+ "salary_currency": "USD",
+ "salary_in_usd": 317070,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170730,
+ "salary_currency": "USD",
+ "salary_in_usd": 170730,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 20000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 21461,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "UA",
+ "remote_ratio": 0,
+ "company_location": "UA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "UA",
+ "remote_ratio": 0,
+ "company_location": "UA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "MLOps Engineer",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "MLOps Engineer",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 171250,
+ "salary_currency": "USD",
+ "salary_in_usd": 171250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 113750,
+ "salary_currency": "USD",
+ "salary_in_usd": 113750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132300,
+ "salary_currency": "USD",
+ "salary_in_usd": 132300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 124500,
+ "salary_currency": "USD",
+ "salary_in_usd": 124500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 148700,
+ "salary_currency": "USD",
+ "salary_in_usd": 148700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125600,
+ "salary_currency": "USD",
+ "salary_in_usd": 125600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120250,
+ "salary_currency": "USD",
+ "salary_in_usd": 120250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 1500000,
+ "salary_currency": "ILS",
+ "salary_in_usd": 423834,
+ "employee_residence": "IL",
+ "remote_ratio": 0,
+ "company_location": "IL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 143865,
+ "salary_currency": "USD",
+ "salary_in_usd": 143865,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115092,
+ "salary_currency": "USD",
+ "salary_in_usd": 115092,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 173000,
+ "salary_currency": "USD",
+ "salary_in_usd": 173000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 132000,
+ "salary_currency": "USD",
+ "salary_in_usd": 132000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 208049,
+ "salary_currency": "USD",
+ "salary_in_usd": 208049,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128500,
+ "salary_currency": "USD",
+ "salary_in_usd": 128500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 179820,
+ "salary_currency": "USD",
+ "salary_in_usd": 179820,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143860,
+ "salary_currency": "USD",
+ "salary_in_usd": 143860,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 149600,
+ "salary_currency": "USD",
+ "salary_in_usd": 149600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102000,
+ "salary_currency": "USD",
+ "salary_in_usd": 102000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 96578,
+ "employee_residence": "IE",
+ "remote_ratio": 0,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 75000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 80481,
+ "employee_residence": "IE",
+ "remote_ratio": 0,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 151000,
+ "salary_currency": "USD",
+ "salary_in_usd": 151000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105500,
+ "salary_currency": "USD",
+ "salary_in_usd": 105500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Autonomous Vehicle Technician",
+ "salary": 7000,
+ "salary_currency": "USD",
+ "salary_in_usd": 7000,
+ "employee_residence": "GH",
+ "remote_ratio": 0,
+ "company_location": "GH",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42923,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 143000,
+ "salary_currency": "USD",
+ "salary_in_usd": 143000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 78990,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 42000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51039,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 85066,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 42000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51039,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109371,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 111000,
+ "salary_currency": "USD",
+ "salary_in_usd": 111000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 265000,
+ "salary_currency": "USD",
+ "salary_in_usd": 265000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 112000,
+ "salary_currency": "CHF",
+ "salary_in_usd": 121093,
+ "employee_residence": "CH",
+ "remote_ratio": 50,
+ "company_location": "CH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60400,
+ "salary_currency": "USD",
+ "salary_in_usd": 60400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 92700,
+ "salary_currency": "USD",
+ "salary_in_usd": 92700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 61800,
+ "salary_currency": "USD",
+ "salary_in_usd": 61800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 164000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 172309,
+ "employee_residence": "IE",
+ "remote_ratio": 100,
+ "company_location": "IE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 56000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60093,
+ "employee_residence": "AT",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 83500,
+ "salary_currency": "USD",
+ "salary_in_usd": 83500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 201036,
+ "salary_currency": "USD",
+ "salary_in_usd": 201036,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134024,
+ "salary_currency": "USD",
+ "salary_in_usd": 134024,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 62000,
+ "salary_currency": "USD",
+ "salary_in_usd": 62000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 58000,
+ "salary_currency": "USD",
+ "salary_in_usd": 58000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172000,
+ "salary_currency": "USD",
+ "salary_in_usd": 172000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 258000,
+ "salary_currency": "USD",
+ "salary_in_usd": 258000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205600,
+ "salary_currency": "USD",
+ "salary_in_usd": 205600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105700,
+ "salary_currency": "USD",
+ "salary_in_usd": 105700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 239748,
+ "salary_currency": "USD",
+ "salary_in_usd": 239748,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159832,
+ "salary_currency": "USD",
+ "salary_in_usd": 159832,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186300,
+ "salary_currency": "USD",
+ "salary_in_usd": 186300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 102500,
+ "salary_currency": "USD",
+ "salary_in_usd": 102500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132300,
+ "salary_currency": "USD",
+ "salary_in_usd": 132300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 149040,
+ "salary_currency": "USD",
+ "salary_in_usd": 149040,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113900,
+ "salary_currency": "USD",
+ "salary_in_usd": 113900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 172600,
+ "salary_currency": "USD",
+ "salary_in_usd": 172600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 107900,
+ "salary_currency": "USD",
+ "salary_in_usd": 107900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 376080,
+ "salary_currency": "USD",
+ "salary_in_usd": 376080,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 213120,
+ "salary_currency": "USD",
+ "salary_in_usd": 213120,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100500,
+ "salary_currency": "USD",
+ "salary_in_usd": 100500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206500,
+ "salary_currency": "USD",
+ "salary_in_usd": 206500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121600,
+ "salary_currency": "USD",
+ "salary_in_usd": 121600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 194500,
+ "salary_currency": "USD",
+ "salary_in_usd": 194500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115500,
+ "salary_currency": "USD",
+ "salary_in_usd": 115500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 138000,
+ "salary_currency": "USD",
+ "salary_in_usd": 138000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 92000,
+ "salary_currency": "USD",
+ "salary_in_usd": 92000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "CO",
+ "remote_ratio": 0,
+ "company_location": "CO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "CO",
+ "remote_ratio": 0,
+ "company_location": "CO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 87000,
+ "salary_currency": "USD",
+ "salary_in_usd": 87000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115100,
+ "salary_currency": "USD",
+ "salary_in_usd": 115100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 73900,
+ "salary_currency": "USD",
+ "salary_in_usd": 73900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 85066,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 47500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 57723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120250,
+ "salary_currency": "USD",
+ "salary_in_usd": 120250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Financial Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 297300,
+ "salary_currency": "USD",
+ "salary_in_usd": 297300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 141288,
+ "salary_currency": "USD",
+ "salary_in_usd": 141288,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 94192,
+ "salary_currency": "USD",
+ "salary_in_usd": 94192,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 143000,
+ "salary_currency": "USD",
+ "salary_in_usd": 143000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 147000,
+ "salary_currency": "USD",
+ "salary_in_usd": 147000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 149040,
+ "salary_currency": "USD",
+ "salary_in_usd": 149040,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113900,
+ "salary_currency": "USD",
+ "salary_in_usd": 113900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Software Data Engineer",
+ "salary": 100000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 75020,
+ "employee_residence": "SG",
+ "remote_ratio": 100,
+ "company_location": "SG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17022,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Programmer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "SE",
+ "remote_ratio": 50,
+ "company_location": "SE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 1500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 18238,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210914,
+ "salary_currency": "USD",
+ "salary_in_usd": 210914,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116704,
+ "salary_currency": "USD",
+ "salary_in_usd": 116704,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 185700,
+ "salary_currency": "USD",
+ "salary_in_usd": 185700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 193000,
+ "salary_currency": "USD",
+ "salary_in_usd": 193000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 136850,
+ "salary_currency": "USD",
+ "salary_in_usd": 136850,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 276000,
+ "salary_currency": "USD",
+ "salary_in_usd": 276000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178500,
+ "salary_currency": "USD",
+ "salary_in_usd": 178500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59020,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 75116,
+ "employee_residence": "SI",
+ "remote_ratio": 100,
+ "company_location": "SI",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "SI",
+ "remote_ratio": 100,
+ "company_location": "SI",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 161000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 195652,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 83300,
+ "salary_currency": "GBP",
+ "salary_in_usd": 101228,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 112700,
+ "salary_currency": "GBP",
+ "salary_in_usd": 136956,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 83300,
+ "salary_currency": "GBP",
+ "salary_in_usd": 101228,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 239748,
+ "salary_currency": "USD",
+ "salary_in_usd": 239748,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159832,
+ "salary_currency": "USD",
+ "salary_in_usd": 159832,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 128750,
+ "salary_currency": "USD",
+ "salary_in_usd": 128750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 106250,
+ "salary_currency": "USD",
+ "salary_in_usd": 106250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 188500,
+ "salary_currency": "USD",
+ "salary_in_usd": 188500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 117000,
+ "salary_currency": "USD",
+ "salary_in_usd": 117000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 138000,
+ "salary_currency": "USD",
+ "salary_in_usd": 138000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Researcher",
+ "salary": 115000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 123405,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 104500,
+ "salary_currency": "USD",
+ "salary_in_usd": 104500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210550,
+ "salary_currency": "USD",
+ "salary_in_usd": 210550,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153300,
+ "salary_currency": "USD",
+ "salary_in_usd": 153300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 161500,
+ "salary_currency": "USD",
+ "salary_in_usd": 161500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 119500,
+ "salary_currency": "USD",
+ "salary_in_usd": 119500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148750,
+ "salary_currency": "USD",
+ "salary_in_usd": 148750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Specialist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Specialist",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 146300,
+ "salary_currency": "USD",
+ "salary_in_usd": 146300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 200000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 214618,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153400,
+ "salary_currency": "USD",
+ "salary_in_usd": 153400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 122700,
+ "salary_currency": "USD",
+ "salary_in_usd": 122700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186300,
+ "salary_currency": "USD",
+ "salary_in_usd": 186300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123900,
+ "salary_currency": "USD",
+ "salary_in_usd": 123900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 340000,
+ "salary_currency": "USD",
+ "salary_in_usd": 340000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153400,
+ "salary_currency": "USD",
+ "salary_in_usd": 153400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 122700,
+ "salary_currency": "USD",
+ "salary_in_usd": 122700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 64385,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121700,
+ "salary_currency": "USD",
+ "salary_in_usd": 121700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FL",
+ "job_title": "Software Data Engineer",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "NG",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "UZ",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 149076,
+ "salary_currency": "USD",
+ "salary_in_usd": 149076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82365,
+ "salary_currency": "USD",
+ "salary_in_usd": 82365,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 149600,
+ "salary_currency": "USD",
+ "salary_in_usd": 149600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102000,
+ "salary_currency": "USD",
+ "salary_in_usd": 102000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 97218,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 48609,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85500,
+ "salary_currency": "USD",
+ "salary_in_usd": 85500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121700,
+ "salary_currency": "USD",
+ "salary_in_usd": 121700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 97750,
+ "salary_currency": "USD",
+ "salary_in_usd": 97750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 116990,
+ "salary_currency": "USD",
+ "salary_in_usd": 116990,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82920,
+ "salary_currency": "USD",
+ "salary_in_usd": 82920,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 205920,
+ "salary_currency": "USD",
+ "salary_in_usd": 205920,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 171600,
+ "salary_currency": "USD",
+ "salary_in_usd": 171600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 121500,
+ "salary_currency": "USD",
+ "salary_in_usd": 121500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 78990,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 36050,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43809,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 127599,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 103294,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85500,
+ "salary_currency": "USD",
+ "salary_in_usd": 85500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 34320,
+ "salary_currency": "USD",
+ "salary_in_usd": 34320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 48000,
+ "salary_currency": "BRL",
+ "salary_in_usd": 9289,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 75116,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "UZ",
+ "remote_ratio": 0,
+ "company_location": "RU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93800,
+ "salary_currency": "USD",
+ "salary_in_usd": 93800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 67000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 71897,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 64385,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 1300000,
+ "salary_currency": "INR",
+ "salary_in_usd": 15806,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121700,
+ "salary_currency": "USD",
+ "salary_in_usd": 121700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 1000000,
+ "salary_currency": "THB",
+ "salary_in_usd": 29453,
+ "employee_residence": "TH",
+ "remote_ratio": 50,
+ "company_location": "TH",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153400,
+ "salary_currency": "USD",
+ "salary_in_usd": 153400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 122700,
+ "salary_currency": "USD",
+ "salary_in_usd": 122700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 152380,
+ "salary_currency": "USD",
+ "salary_in_usd": 152380,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121904,
+ "salary_currency": "USD",
+ "salary_in_usd": 121904,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 128280,
+ "salary_currency": "USD",
+ "salary_in_usd": 128280,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 106900,
+ "salary_currency": "USD",
+ "salary_in_usd": 106900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 100000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 107309,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 85847,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 174000,
+ "salary_currency": "USD",
+ "salary_in_usd": 174000,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170500,
+ "salary_currency": "USD",
+ "salary_in_usd": 170500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 60027,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72946,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 44737,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54365,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 131899,
+ "salary_currency": "GBP",
+ "salary_in_usd": 160288,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 104891,
+ "salary_currency": "GBP",
+ "salary_in_usd": 127467,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 124740,
+ "salary_currency": "USD",
+ "salary_in_usd": 124740,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65488,
+ "salary_currency": "USD",
+ "salary_in_usd": 65488,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 72200,
+ "salary_currency": "USD",
+ "salary_in_usd": 72200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 64980,
+ "salary_currency": "USD",
+ "salary_in_usd": 64980,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 179975,
+ "salary_currency": "USD",
+ "salary_in_usd": 179975,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 86466,
+ "salary_currency": "USD",
+ "salary_in_usd": 86466,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Insight Analyst",
+ "salary": 42000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51039,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Insight Analyst",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 42533,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 149076,
+ "salary_currency": "USD",
+ "salary_in_usd": 149076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82365,
+ "salary_currency": "USD",
+ "salary_in_usd": 82365,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 205920,
+ "salary_currency": "USD",
+ "salary_in_usd": 205920,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 171600,
+ "salary_currency": "USD",
+ "salary_in_usd": 171600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 265000,
+ "salary_currency": "USD",
+ "salary_in_usd": 265000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85500,
+ "salary_currency": "USD",
+ "salary_in_usd": 85500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167580,
+ "salary_currency": "USD",
+ "salary_in_usd": 167580,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 87980,
+ "salary_currency": "USD",
+ "salary_in_usd": 87980,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 202000,
+ "salary_currency": "USD",
+ "salary_in_usd": 202000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 148000,
+ "salary_currency": "USD",
+ "salary_in_usd": 148000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 269000,
+ "salary_currency": "USD",
+ "salary_in_usd": 269000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 158000,
+ "salary_currency": "USD",
+ "salary_in_usd": 158000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 197000,
+ "salary_currency": "USD",
+ "salary_in_usd": 197000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 290000,
+ "salary_currency": "USD",
+ "salary_in_usd": 290000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 172800,
+ "salary_currency": "USD",
+ "salary_in_usd": 172800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 300240,
+ "salary_currency": "USD",
+ "salary_in_usd": 300240,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200160,
+ "salary_currency": "USD",
+ "salary_in_usd": 200160,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 300240,
+ "salary_currency": "USD",
+ "salary_in_usd": 300240,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200160,
+ "salary_currency": "USD",
+ "salary_in_usd": 200160,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 370000,
+ "salary_currency": "USD",
+ "salary_in_usd": 370000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 115447,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 137500,
+ "salary_currency": "USD",
+ "salary_in_usd": 137500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 323300,
+ "salary_currency": "USD",
+ "salary_in_usd": 323300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 184700,
+ "salary_currency": "USD",
+ "salary_in_usd": 184700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "GH",
+ "remote_ratio": 0,
+ "company_location": "GH",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153088,
+ "salary_currency": "USD",
+ "salary_in_usd": 153088,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 183310,
+ "salary_currency": "USD",
+ "salary_in_usd": 183310,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 66000,
+ "salary_currency": "USD",
+ "salary_in_usd": 66000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 148500,
+ "salary_currency": "USD",
+ "salary_in_usd": 148500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126277,
+ "salary_currency": "USD",
+ "salary_in_usd": 126277,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 228000,
+ "salary_currency": "USD",
+ "salary_in_usd": 228000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 126500,
+ "salary_currency": "USD",
+ "salary_in_usd": 126500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 272000,
+ "salary_currency": "USD",
+ "salary_in_usd": 272000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 259000,
+ "salary_currency": "USD",
+ "salary_in_usd": 259000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 142000,
+ "salary_currency": "USD",
+ "salary_in_usd": 142000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 259000,
+ "salary_currency": "USD",
+ "salary_in_usd": 259000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109371,
+ "employee_residence": "HR",
+ "remote_ratio": 0,
+ "company_location": "HR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "HR",
+ "remote_ratio": 0,
+ "company_location": "HR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 78000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 17779,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 101400,
+ "salary_currency": "BRL",
+ "salary_in_usd": 19522,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 100000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 107309,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 75116,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 288000,
+ "salary_currency": "USD",
+ "salary_in_usd": 288000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 288000,
+ "salary_currency": "USD",
+ "salary_in_usd": 288000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 60761,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 215050,
+ "salary_currency": "USD",
+ "salary_in_usd": 215050,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 198000,
+ "salary_currency": "USD",
+ "salary_in_usd": 198000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 114000,
+ "salary_currency": "USD",
+ "salary_in_usd": 114000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 209300,
+ "salary_currency": "USD",
+ "salary_in_usd": 209300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 182200,
+ "salary_currency": "USD",
+ "salary_in_usd": 182200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 48609,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 227000,
+ "salary_currency": "USD",
+ "salary_in_usd": 227000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 55800,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51508,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "KW",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Architect",
+ "salary": 124999,
+ "salary_currency": "GBP",
+ "salary_in_usd": 151902,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 800000,
+ "salary_currency": "INR",
+ "salary_in_usd": 9727,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167580,
+ "salary_currency": "USD",
+ "salary_in_usd": 167580,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 87980,
+ "salary_currency": "USD",
+ "salary_in_usd": 87980,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 253750,
+ "salary_currency": "USD",
+ "salary_in_usd": 253750,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 169200,
+ "salary_currency": "USD",
+ "salary_in_usd": 169200,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 253750,
+ "salary_currency": "USD",
+ "salary_in_usd": 253750,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 169200,
+ "salary_currency": "USD",
+ "salary_in_usd": 169200,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 124740,
+ "salary_currency": "USD",
+ "salary_in_usd": 124740,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65488,
+ "salary_currency": "USD",
+ "salary_in_usd": 65488,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 213580,
+ "salary_currency": "USD",
+ "salary_in_usd": 213580,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163625,
+ "salary_currency": "USD",
+ "salary_in_usd": 163625,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "VN",
+ "remote_ratio": 0,
+ "company_location": "VN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 375000,
+ "salary_currency": "USD",
+ "salary_in_usd": 375000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 101943,
+ "employee_residence": "IE",
+ "remote_ratio": 100,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 1350000,
+ "salary_currency": "INR",
+ "salary_in_usd": 16414,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 284310,
+ "salary_currency": "USD",
+ "salary_in_usd": 284310,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153090,
+ "salary_currency": "USD",
+ "salary_in_usd": 153090,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109371,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 85066,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 225900,
+ "salary_currency": "USD",
+ "salary_in_usd": 225900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 318300,
+ "salary_currency": "USD",
+ "salary_in_usd": 318300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 188800,
+ "salary_currency": "USD",
+ "salary_in_usd": 188800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 385000,
+ "salary_currency": "USD",
+ "salary_in_usd": 385000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93919,
+ "salary_currency": "USD",
+ "salary_in_usd": 93919,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 51962,
+ "salary_currency": "USD",
+ "salary_in_usd": 51962,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 241871,
+ "salary_currency": "USD",
+ "salary_in_usd": 241871,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133832,
+ "salary_currency": "USD",
+ "salary_in_usd": 133832,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210914,
+ "salary_currency": "USD",
+ "salary_in_usd": 210914,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116704,
+ "salary_currency": "USD",
+ "salary_in_usd": 116704,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 192500,
+ "salary_currency": "USD",
+ "salary_in_usd": 192500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 149076,
+ "salary_currency": "USD",
+ "salary_in_usd": 149076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82365,
+ "salary_currency": "USD",
+ "salary_in_usd": 82365,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 36000,
+ "salary_currency": "USD",
+ "salary_in_usd": 36000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148750,
+ "salary_currency": "USD",
+ "salary_in_usd": 148750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 370000,
+ "salary_currency": "USD",
+ "salary_in_usd": 370000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 121523,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 97218,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 216100,
+ "salary_currency": "USD",
+ "salary_in_usd": 216100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140800,
+ "salary_currency": "USD",
+ "salary_in_usd": 140800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 145828,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 121523,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 53654,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 66837,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 52000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 63192,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 60761,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54685,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 284000,
+ "salary_currency": "USD",
+ "salary_in_usd": 284000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 236000,
+ "salary_currency": "USD",
+ "salary_in_usd": 236000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 248100,
+ "salary_currency": "USD",
+ "salary_in_usd": 248100,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 145900,
+ "salary_currency": "USD",
+ "salary_in_usd": 145900,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 155850,
+ "salary_currency": "USD",
+ "salary_in_usd": 155850,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 102544,
+ "salary_currency": "USD",
+ "salary_in_usd": 102544,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 151410,
+ "salary_currency": "USD",
+ "salary_in_usd": 151410,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115360,
+ "salary_currency": "USD",
+ "salary_in_usd": 115360,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 62000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 66531,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59020,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 170000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 125686,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Azure Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "NL",
+ "remote_ratio": 50,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1050000,
+ "salary_currency": "INR",
+ "salary_in_usd": 12767,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120250,
+ "salary_currency": "USD",
+ "salary_in_usd": 120250,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 25000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 26827,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 138900,
+ "salary_currency": "USD",
+ "salary_in_usd": 138900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 107000,
+ "salary_currency": "USD",
+ "salary_in_usd": 107000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 23000,
+ "salary_currency": "USD",
+ "salary_in_usd": 23000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 265000,
+ "salary_currency": "USD",
+ "salary_in_usd": 265000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 182750,
+ "salary_currency": "USD",
+ "salary_in_usd": 182750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 137500,
+ "salary_currency": "USD",
+ "salary_in_usd": 137500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 314100,
+ "salary_currency": "USD",
+ "salary_in_usd": 314100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 195800,
+ "salary_currency": "USD",
+ "salary_in_usd": 195800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 199000,
+ "salary_currency": "USD",
+ "salary_in_usd": 199000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "SE",
+ "remote_ratio": 100,
+ "company_location": "SE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 350000,
+ "salary_currency": "USD",
+ "salary_in_usd": 350000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 262500,
+ "salary_currency": "USD",
+ "salary_in_usd": 262500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 276000,
+ "salary_currency": "USD",
+ "salary_in_usd": 276000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 228000,
+ "salary_currency": "USD",
+ "salary_in_usd": 228000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 209450,
+ "salary_currency": "USD",
+ "salary_in_usd": 209450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 158677,
+ "salary_currency": "USD",
+ "salary_in_usd": 158677,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 103200,
+ "salary_currency": "USD",
+ "salary_in_usd": 103200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 61200,
+ "salary_currency": "USD",
+ "salary_in_usd": 61200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Marketing Data Engineer",
+ "salary": 90000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 66970,
+ "employee_residence": "SG",
+ "remote_ratio": 50,
+ "company_location": "SG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 59000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63312,
+ "employee_residence": "CY",
+ "remote_ratio": 50,
+ "company_location": "EE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 87000,
+ "salary_currency": "USD",
+ "salary_in_usd": 87000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 107250,
+ "salary_currency": "USD",
+ "salary_in_usd": 107250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 285800,
+ "salary_currency": "USD",
+ "salary_in_usd": 285800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 5000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 60795,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240500,
+ "salary_currency": "USD",
+ "salary_in_usd": 240500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 123700,
+ "salary_currency": "USD",
+ "salary_in_usd": 123700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 124234,
+ "salary_currency": "USD",
+ "salary_in_usd": 124234,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 74540,
+ "salary_currency": "USD",
+ "salary_in_usd": 74540,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 79000,
+ "salary_currency": "USD",
+ "salary_in_usd": 79000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "AM",
+ "remote_ratio": 0,
+ "company_location": "AM",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125600,
+ "salary_currency": "USD",
+ "salary_in_usd": 125600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 141290,
+ "salary_currency": "USD",
+ "salary_in_usd": 141290,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 74178,
+ "salary_currency": "USD",
+ "salary_in_usd": 74178,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205600,
+ "salary_currency": "USD",
+ "salary_in_usd": 205600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 107500,
+ "salary_currency": "USD",
+ "salary_in_usd": 107500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1060000,
+ "salary_currency": "INR",
+ "salary_in_usd": 12888,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 84000,
+ "salary_currency": "USD",
+ "salary_in_usd": 84000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "BA",
+ "remote_ratio": 50,
+ "company_location": "BA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "KE",
+ "remote_ratio": 100,
+ "company_location": "KE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 12000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 12877,
+ "employee_residence": "GR",
+ "remote_ratio": 50,
+ "company_location": "GR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 6000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 6304,
+ "employee_residence": "MK",
+ "remote_ratio": 0,
+ "company_location": "MK",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Lead",
+ "salary": 1440000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17509,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "SG",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 257000,
+ "salary_currency": "USD",
+ "salary_in_usd": 257000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 72000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 77262,
+ "employee_residence": "LV",
+ "remote_ratio": 0,
+ "company_location": "LV",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "LV",
+ "remote_ratio": 0,
+ "company_location": "LV",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205600,
+ "salary_currency": "USD",
+ "salary_in_usd": 205600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105700,
+ "salary_currency": "USD",
+ "salary_in_usd": 105700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 151800,
+ "salary_currency": "USD",
+ "salary_in_usd": 151800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 53654,
+ "employee_residence": "RO",
+ "remote_ratio": 50,
+ "company_location": "RO",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51508,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 38000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 40777,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51508,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 38000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 40777,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183310,
+ "salary_currency": "USD",
+ "salary_in_usd": 183310,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183310,
+ "salary_currency": "USD",
+ "salary_in_usd": 183310,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 102500,
+ "salary_currency": "USD",
+ "salary_in_usd": 102500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 840000,
+ "salary_currency": "THB",
+ "salary_in_usd": 24740,
+ "employee_residence": "TH",
+ "remote_ratio": 50,
+ "company_location": "TH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 1250000,
+ "salary_currency": "INR",
+ "salary_in_usd": 15897,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 182000,
+ "salary_currency": "USD",
+ "salary_in_usd": 182000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 72000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 77262,
+ "employee_residence": "LV",
+ "remote_ratio": 0,
+ "company_location": "LV",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "LV",
+ "remote_ratio": 0,
+ "company_location": "LV",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105500,
+ "salary_currency": "USD",
+ "salary_in_usd": 105500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 78990,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 36050,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43809,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153400,
+ "salary_currency": "USD",
+ "salary_in_usd": 153400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122700,
+ "salary_currency": "USD",
+ "salary_in_usd": 122700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 87000,
+ "salary_currency": "USD",
+ "salary_in_usd": 87000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 234100,
+ "salary_currency": "USD",
+ "salary_in_usd": 234100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 223800,
+ "salary_currency": "USD",
+ "salary_in_usd": 223800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172100,
+ "salary_currency": "USD",
+ "salary_in_usd": 172100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 232200,
+ "salary_currency": "USD",
+ "salary_in_usd": 232200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167200,
+ "salary_currency": "USD",
+ "salary_in_usd": 167200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 197000,
+ "salary_currency": "USD",
+ "salary_in_usd": 197000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Lead",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Lead",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 114000,
+ "salary_currency": "USD",
+ "salary_in_usd": 114000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 291500,
+ "salary_currency": "USD",
+ "salary_in_usd": 291500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 196200,
+ "salary_currency": "USD",
+ "salary_in_usd": 196200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150900,
+ "salary_currency": "USD",
+ "salary_in_usd": 150900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 207000,
+ "salary_currency": "USD",
+ "salary_in_usd": 207000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 167000,
+ "salary_currency": "USD",
+ "salary_in_usd": 167000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133800,
+ "salary_currency": "USD",
+ "salary_in_usd": 133800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 96100,
+ "salary_currency": "USD",
+ "salary_in_usd": 96100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 297300,
+ "salary_currency": "USD",
+ "salary_in_usd": 297300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 297300,
+ "salary_currency": "USD",
+ "salary_in_usd": 297300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 202000,
+ "salary_currency": "USD",
+ "salary_in_usd": 202000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 84000,
+ "salary_currency": "USD",
+ "salary_in_usd": 84000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 219000,
+ "salary_currency": "USD",
+ "salary_in_usd": 219000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 196000,
+ "salary_currency": "USD",
+ "salary_in_usd": 196000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 126100,
+ "salary_currency": "USD",
+ "salary_in_usd": 126100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 240500,
+ "salary_currency": "USD",
+ "salary_in_usd": 240500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 137500,
+ "salary_currency": "USD",
+ "salary_in_usd": 137500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 187500,
+ "salary_currency": "USD",
+ "salary_in_usd": 187500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Research Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 24000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 25216,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 165750,
+ "salary_currency": "USD",
+ "salary_in_usd": 165750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 165750,
+ "salary_currency": "USD",
+ "salary_in_usd": 165750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 89700,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109006,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 55250,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67141,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175308,
+ "salary_currency": "USD",
+ "salary_in_usd": 175308,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100706,
+ "salary_currency": "USD",
+ "salary_in_usd": 100706,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 229000,
+ "salary_currency": "USD",
+ "salary_in_usd": 229000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 289076,
+ "salary_currency": "USD",
+ "salary_in_usd": 289076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 202353,
+ "salary_currency": "USD",
+ "salary_in_usd": 202353,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69751,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37558,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 4000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 54094,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 1440000,
+ "salary_currency": "INR",
+ "salary_in_usd": 18314,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 199000,
+ "salary_currency": "USD",
+ "salary_in_usd": 199000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162000,
+ "salary_currency": "USD",
+ "salary_in_usd": 162000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 133000,
+ "salary_currency": "USD",
+ "salary_in_usd": 133000,
+ "employee_residence": "NL",
+ "remote_ratio": 0,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 272550,
+ "salary_currency": "USD",
+ "salary_in_usd": 272550,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 182000,
+ "salary_currency": "USD",
+ "salary_in_usd": 182000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 187500,
+ "salary_currency": "USD",
+ "salary_in_usd": 187500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 64000,
+ "salary_currency": "USD",
+ "salary_in_usd": 64000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 143100,
+ "salary_currency": "USD",
+ "salary_in_usd": 143100,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 142000,
+ "salary_currency": "USD",
+ "salary_in_usd": 142000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180560,
+ "salary_currency": "USD",
+ "salary_in_usd": 180560,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115440,
+ "salary_currency": "USD",
+ "salary_in_usd": 115440,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 248100,
+ "salary_currency": "USD",
+ "salary_in_usd": 248100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 145900,
+ "salary_currency": "USD",
+ "salary_in_usd": 145900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 291500,
+ "salary_currency": "USD",
+ "salary_in_usd": 291500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 62000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 75344,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 52000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 63192,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 161800,
+ "salary_currency": "USD",
+ "salary_in_usd": 161800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 141600,
+ "salary_currency": "USD",
+ "salary_in_usd": 141600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 48000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 58331,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 38000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 46178,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 166000,
+ "salary_currency": "USD",
+ "salary_in_usd": 166000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 236000,
+ "salary_currency": "USD",
+ "salary_in_usd": 236000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 182000,
+ "salary_currency": "USD",
+ "salary_in_usd": 182000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 1125000,
+ "salary_currency": "INR",
+ "salary_in_usd": 14307,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 261500,
+ "salary_currency": "USD",
+ "salary_in_usd": 261500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 134500,
+ "salary_currency": "USD",
+ "salary_in_usd": 134500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1100000,
+ "salary_currency": "INR",
+ "salary_in_usd": 13989,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Manager Data Management",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 94500,
+ "salary_currency": "USD",
+ "salary_in_usd": 94500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 127500,
+ "salary_currency": "USD",
+ "salary_in_usd": 127500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 126500,
+ "salary_currency": "USD",
+ "salary_in_usd": 126500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 51000,
+ "salary_currency": "USD",
+ "salary_in_usd": 51000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "PK",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Programmer",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 272550,
+ "salary_currency": "USD",
+ "salary_in_usd": 272550,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 94560,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 248400,
+ "salary_currency": "USD",
+ "salary_in_usd": 248400,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 183600,
+ "salary_currency": "USD",
+ "salary_in_usd": 183600,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 4460000,
+ "salary_currency": "INR",
+ "salary_in_usd": 56723,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 23000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 24165,
+ "employee_residence": "IT",
+ "remote_ratio": 50,
+ "company_location": "IT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 149000,
+ "salary_currency": "USD",
+ "salary_in_usd": 149000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 246000,
+ "salary_currency": "USD",
+ "salary_in_usd": 246000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 164000,
+ "salary_currency": "USD",
+ "salary_in_usd": 164000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 142000,
+ "salary_currency": "USD",
+ "salary_in_usd": 142000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "MA",
+ "remote_ratio": 50,
+ "company_location": "MA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 31795,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 198000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 44365,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 164000,
+ "salary_currency": "USD",
+ "salary_in_usd": 164000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 2800000,
+ "salary_currency": "INR",
+ "salary_in_usd": 35610,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "CO",
+ "remote_ratio": 100,
+ "company_location": "CO",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 249500,
+ "salary_currency": "USD",
+ "salary_in_usd": 249500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 149850,
+ "salary_currency": "USD",
+ "salary_in_usd": 149850,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 122500,
+ "salary_currency": "USD",
+ "salary_in_usd": 122500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 249500,
+ "salary_currency": "USD",
+ "salary_in_usd": 249500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 149850,
+ "salary_currency": "USD",
+ "salary_in_usd": 149850,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 249500,
+ "salary_currency": "USD",
+ "salary_in_usd": 249500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 149850,
+ "salary_currency": "USD",
+ "salary_in_usd": 149850,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 56000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 58837,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 182750,
+ "salary_currency": "USD",
+ "salary_in_usd": 182750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 161500,
+ "salary_currency": "USD",
+ "salary_in_usd": 161500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 102640,
+ "salary_currency": "USD",
+ "salary_in_usd": 102640,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 66100,
+ "salary_currency": "USD",
+ "salary_in_usd": 66100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 198800,
+ "salary_currency": "USD",
+ "salary_in_usd": 198800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 122600,
+ "salary_currency": "USD",
+ "salary_in_usd": 122600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159000,
+ "salary_currency": "USD",
+ "salary_in_usd": 159000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 246000,
+ "salary_currency": "USD",
+ "salary_in_usd": 246000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 187000,
+ "salary_currency": "USD",
+ "salary_in_usd": 187000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 255000,
+ "salary_currency": "USD",
+ "salary_in_usd": 255000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 350000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 430967,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 55410,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 38000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 39925,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 58000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60938,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "3D Computer Vision Researcher",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "AL",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "MLOps Engineer",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "MLOps Engineer",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 166700,
+ "salary_currency": "USD",
+ "salary_in_usd": 166700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 124234,
+ "salary_currency": "USD",
+ "salary_in_usd": 124234,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 74540,
+ "salary_currency": "USD",
+ "salary_in_usd": 74540,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 1250000,
+ "salary_currency": "INR",
+ "salary_in_usd": 16904,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "AR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 173000,
+ "salary_currency": "USD",
+ "salary_in_usd": 173000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Machine Learning Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 194000,
+ "salary_currency": "USD",
+ "salary_in_usd": 194000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129400,
+ "salary_currency": "USD",
+ "salary_in_usd": 129400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 89200,
+ "salary_currency": "USD",
+ "salary_in_usd": 89200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 196000,
+ "salary_currency": "USD",
+ "salary_in_usd": 196000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 192500,
+ "salary_currency": "USD",
+ "salary_in_usd": 192500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 152500,
+ "salary_currency": "USD",
+ "salary_in_usd": 152500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178750,
+ "salary_currency": "USD",
+ "salary_in_usd": 178750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 197430,
+ "salary_currency": "USD",
+ "salary_in_usd": 197430,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 134760,
+ "salary_currency": "USD",
+ "salary_in_usd": 134760,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 197000,
+ "salary_currency": "USD",
+ "salary_in_usd": 197000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162000,
+ "salary_currency": "USD",
+ "salary_in_usd": 162000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105120,
+ "salary_currency": "EUR",
+ "salary_in_usd": 110446,
+ "employee_residence": "LT",
+ "remote_ratio": 0,
+ "company_location": "LT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75360,
+ "salary_currency": "EUR",
+ "salary_in_usd": 79178,
+ "employee_residence": "LT",
+ "remote_ratio": 0,
+ "company_location": "LT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 57000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 70186,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 42000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51716,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 149040,
+ "salary_currency": "USD",
+ "salary_in_usd": 149040,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113900,
+ "salary_currency": "USD",
+ "salary_in_usd": 113900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 171000,
+ "salary_currency": "USD",
+ "salary_in_usd": 171000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 13000,
+ "salary_currency": "USD",
+ "salary_in_usd": 13000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "AR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FL",
+ "job_title": "Data Analytics Consultant",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "BE",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 213000,
+ "salary_currency": "USD",
+ "salary_in_usd": 213000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 227200,
+ "salary_currency": "USD",
+ "salary_in_usd": 227200,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "3D Computer Vision Researcher",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "AS",
+ "remote_ratio": 0,
+ "company_location": "AS",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 61000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 64090,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 58000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60938,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 243000,
+ "salary_currency": "USD",
+ "salary_in_usd": 243000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178000,
+ "salary_currency": "USD",
+ "salary_in_usd": 178000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132000,
+ "salary_currency": "USD",
+ "salary_in_usd": 132000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 96000,
+ "salary_currency": "USD",
+ "salary_in_usd": 96000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 57000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 70186,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 137000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 105236,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 194000,
+ "salary_currency": "USD",
+ "salary_in_usd": 194000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129400,
+ "salary_currency": "USD",
+ "salary_in_usd": 129400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 189750,
+ "salary_currency": "USD",
+ "salary_in_usd": 189750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140250,
+ "salary_currency": "USD",
+ "salary_in_usd": 140250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 110000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 115573,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42026,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 191200,
+ "salary_currency": "USD",
+ "salary_in_usd": 191200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 191200,
+ "salary_currency": "USD",
+ "salary_in_usd": 191200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Research Engineer",
+ "salary": 63000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 66192,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "3D Computer Vision Researcher",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "CR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 179500,
+ "salary_currency": "USD",
+ "salary_in_usd": 179500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 26000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 27317,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198800,
+ "salary_currency": "USD",
+ "salary_in_usd": 198800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122600,
+ "salary_currency": "USD",
+ "salary_in_usd": 122600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FL",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "IR",
+ "remote_ratio": 100,
+ "company_location": "IR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 100000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 105066,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 104663,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148000,
+ "salary_currency": "USD",
+ "salary_in_usd": 148000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 107000,
+ "salary_currency": "USD",
+ "salary_in_usd": 107000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 161000,
+ "salary_currency": "USD",
+ "salary_in_usd": 161000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 118000,
+ "salary_currency": "USD",
+ "salary_in_usd": 118000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Management Specialist",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "IT",
+ "remote_ratio": 0,
+ "company_location": "IT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 177000,
+ "salary_currency": "USD",
+ "salary_in_usd": 177000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 131000,
+ "salary_currency": "USD",
+ "salary_in_usd": 131000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102000,
+ "salary_currency": "USD",
+ "salary_in_usd": 102000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 196000,
+ "salary_currency": "USD",
+ "salary_in_usd": 196000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43096,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 193750,
+ "salary_currency": "USD",
+ "salary_in_usd": 193750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 116250,
+ "salary_currency": "USD",
+ "salary_in_usd": 116250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 193750,
+ "salary_currency": "USD",
+ "salary_in_usd": 193750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116250,
+ "salary_currency": "USD",
+ "salary_in_usd": 116250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 208000,
+ "salary_currency": "USD",
+ "salary_in_usd": 208000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 196000,
+ "salary_currency": "USD",
+ "salary_in_usd": 196000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Autonomous Vehicle Technician",
+ "salary": 45555,
+ "salary_currency": "USD",
+ "salary_in_usd": 45555,
+ "employee_residence": "AS",
+ "remote_ratio": 50,
+ "company_location": "BS",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 6600000,
+ "salary_currency": "HUF",
+ "salary_in_usd": 17684,
+ "employee_residence": "HU",
+ "remote_ratio": 100,
+ "company_location": "HU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Tech Lead",
+ "salary": 375000,
+ "salary_currency": "USD",
+ "salary_in_usd": 375000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 191200,
+ "salary_currency": "USD",
+ "salary_in_usd": 191200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 104663,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80036,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140700,
+ "salary_currency": "USD",
+ "salary_in_usd": 140700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 93800,
+ "salary_currency": "USD",
+ "salary_in_usd": 93800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 350000,
+ "salary_currency": "USD",
+ "salary_in_usd": 350000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "BI Analyst",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "CHF",
+ "salary_in_usd": 104697,
+ "employee_residence": "CH",
+ "remote_ratio": 100,
+ "company_location": "CH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 33000,
+ "salary_currency": "USD",
+ "salary_in_usd": 33000,
+ "employee_residence": "IT",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 33000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 34672,
+ "employee_residence": "IT",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 154560,
+ "salary_currency": "USD",
+ "salary_in_usd": 154560,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 123648,
+ "salary_currency": "USD",
+ "salary_in_usd": 123648,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 177500,
+ "salary_currency": "USD",
+ "salary_in_usd": 177500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 192564,
+ "salary_currency": "USD",
+ "salary_in_usd": 192564,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 144854,
+ "salary_currency": "USD",
+ "salary_in_usd": 144854,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 179305,
+ "salary_currency": "USD",
+ "salary_in_usd": 179305,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 142127,
+ "salary_currency": "USD",
+ "salary_in_usd": 142127,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 315000,
+ "salary_currency": "USD",
+ "salary_in_usd": 315000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 243900,
+ "salary_currency": "USD",
+ "salary_in_usd": 243900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156600,
+ "salary_currency": "USD",
+ "salary_in_usd": 156600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 79000,
+ "salary_currency": "USD",
+ "salary_in_usd": 79000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist Lead",
+ "salary": 85000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 89306,
+ "employee_residence": "AT",
+ "remote_ratio": 50,
+ "company_location": "AT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 182500,
+ "salary_currency": "USD",
+ "salary_in_usd": 182500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128500,
+ "salary_currency": "USD",
+ "salary_in_usd": 128500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 77300,
+ "salary_currency": "USD",
+ "salary_in_usd": 77300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 45600,
+ "salary_currency": "USD",
+ "salary_in_usd": 45600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Data Engineer",
+ "salary": 12000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 12608,
+ "employee_residence": "SK",
+ "remote_ratio": 100,
+ "company_location": "SK",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 184100,
+ "salary_currency": "USD",
+ "salary_in_usd": 184100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 161000,
+ "salary_currency": "USD",
+ "salary_in_usd": 161000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198440,
+ "salary_currency": "USD",
+ "salary_in_usd": 198440,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198440,
+ "salary_currency": "USD",
+ "salary_in_usd": 198440,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 47000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 57872,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 64000,
+ "salary_currency": "USD",
+ "salary_in_usd": 64000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 38000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 39925,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 187200,
+ "salary_currency": "USD",
+ "salary_in_usd": 187200,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 116100,
+ "salary_currency": "USD",
+ "salary_in_usd": 116100,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 166000,
+ "salary_currency": "USD",
+ "salary_in_usd": 166000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159699,
+ "salary_currency": "USD",
+ "salary_in_usd": 159699,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 138938,
+ "salary_currency": "USD",
+ "salary_in_usd": 138938,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 76000,
+ "salary_currency": "USD",
+ "salary_in_usd": 76000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 166700,
+ "salary_currency": "USD",
+ "salary_in_usd": 166700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 84000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 103432,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 236000,
+ "salary_currency": "USD",
+ "salary_in_usd": 236000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 182000,
+ "salary_currency": "USD",
+ "salary_in_usd": 182000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 125404,
+ "salary_currency": "USD",
+ "salary_in_usd": 125404,
+ "employee_residence": "CN",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Analyst",
+ "salary": 123000,
+ "salary_currency": "USD",
+ "salary_in_usd": 123000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Analyst",
+ "salary": 92250,
+ "salary_currency": "USD",
+ "salary_in_usd": 92250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 97000,
+ "salary_currency": "USD",
+ "salary_in_usd": 97000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 157000,
+ "salary_currency": "USD",
+ "salary_in_usd": 157000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122500,
+ "salary_currency": "USD",
+ "salary_in_usd": 122500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 171000,
+ "salary_currency": "USD",
+ "salary_in_usd": 171000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 117000,
+ "salary_currency": "USD",
+ "salary_in_usd": 117000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 202800,
+ "salary_currency": "USD",
+ "salary_in_usd": 202800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104300,
+ "salary_currency": "USD",
+ "salary_in_usd": 104300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 197000,
+ "salary_currency": "USD",
+ "salary_in_usd": 197000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 42000,
+ "salary_currency": "USD",
+ "salary_in_usd": 42000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 345600,
+ "salary_currency": "USD",
+ "salary_in_usd": 345600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 230400,
+ "salary_currency": "USD",
+ "salary_in_usd": 230400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175950,
+ "salary_currency": "USD",
+ "salary_in_usd": 175950,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130050,
+ "salary_currency": "USD",
+ "salary_in_usd": 130050,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205600,
+ "salary_currency": "USD",
+ "salary_in_usd": 205600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105700,
+ "salary_currency": "USD",
+ "salary_in_usd": 105700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 236600,
+ "salary_currency": "USD",
+ "salary_in_usd": 236600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 89200,
+ "salary_currency": "USD",
+ "salary_in_usd": 89200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 84000,
+ "salary_currency": "USD",
+ "salary_in_usd": 84000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 54000,
+ "salary_currency": "USD",
+ "salary_in_usd": 54000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Marketing Data Analyst",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 96000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 73742,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 27000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 33246,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Power BI Developer",
+ "salary": 400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5409,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 75050,
+ "employee_residence": "AU",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 184100,
+ "salary_currency": "USD",
+ "salary_in_usd": 184100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Product Data Scientist",
+ "salary": 8000,
+ "salary_currency": "USD",
+ "salary_in_usd": 8000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "SG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 38000,
+ "salary_currency": "USD",
+ "salary_in_usd": 38000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 38000,
+ "salary_currency": "USD",
+ "salary_in_usd": 38000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110820,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 38000,
+ "salary_currency": "USD",
+ "salary_in_usd": 38000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123400,
+ "salary_currency": "USD",
+ "salary_in_usd": 123400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 88100,
+ "salary_currency": "USD",
+ "salary_in_usd": 88100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 191200,
+ "salary_currency": "USD",
+ "salary_in_usd": 191200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 139600,
+ "salary_currency": "USD",
+ "salary_in_usd": 139600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85700,
+ "salary_currency": "USD",
+ "salary_in_usd": 85700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 148500,
+ "salary_currency": "USD",
+ "salary_in_usd": 148500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 98200,
+ "salary_currency": "USD",
+ "salary_in_usd": 98200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 66000,
+ "salary_currency": "USD",
+ "salary_in_usd": 66000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 98000,
+ "salary_currency": "USD",
+ "salary_in_usd": 98000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 62000,
+ "salary_currency": "USD",
+ "salary_in_usd": 62000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 57000,
+ "salary_currency": "USD",
+ "salary_in_usd": 57000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 210000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 161311,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144200,
+ "salary_currency": "USD",
+ "salary_in_usd": 144200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115360,
+ "salary_currency": "USD",
+ "salary_in_usd": 115360,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 83171,
+ "employee_residence": "AU",
+ "remote_ratio": 0,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Architect",
+ "salary": 3000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 38154,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42026,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Manager",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Manager",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 164000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 125976,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 188700,
+ "salary_currency": "USD",
+ "salary_in_usd": 188700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160395,
+ "salary_currency": "USD",
+ "salary_in_usd": 160395,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198440,
+ "salary_currency": "USD",
+ "salary_in_usd": 198440,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 72000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 75648,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 156868,
+ "salary_currency": "USD",
+ "salary_in_usd": 156868,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198440,
+ "salary_currency": "USD",
+ "salary_in_usd": 198440,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Machine Learning Engineer",
+ "salary": 66000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69344,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 120000,
+ "salary_currency": "CZK",
+ "salary_in_usd": 5132,
+ "employee_residence": "CZ",
+ "remote_ratio": 100,
+ "company_location": "CZ",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "CT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 120000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 126080,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132000,
+ "salary_currency": "USD",
+ "salary_in_usd": 132000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 65000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 45050,
+ "employee_residence": "AU",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 56000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 42028,
+ "employee_residence": "AU",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178800,
+ "salary_currency": "USD",
+ "salary_in_usd": 178800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132100,
+ "salary_currency": "USD",
+ "salary_in_usd": 132100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "CR",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 187200,
+ "salary_currency": "USD",
+ "salary_in_usd": 187200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116100,
+ "salary_currency": "USD",
+ "salary_in_usd": 116100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "TR",
+ "remote_ratio": 0,
+ "company_location": "TR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 229998,
+ "salary_currency": "USD",
+ "salary_in_usd": 229998,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154545,
+ "salary_currency": "USD",
+ "salary_in_usd": 154545,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159000,
+ "salary_currency": "USD",
+ "salary_in_usd": 159000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 229998,
+ "salary_currency": "USD",
+ "salary_in_usd": 229998,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154545,
+ "salary_currency": "USD",
+ "salary_in_usd": 154545,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist Lead",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99750,
+ "salary_currency": "USD",
+ "salary_in_usd": 99750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 68400,
+ "salary_currency": "USD",
+ "salary_in_usd": 68400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 236900,
+ "salary_currency": "USD",
+ "salary_in_usd": 236900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159200,
+ "salary_currency": "USD",
+ "salary_in_usd": 159200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 243225,
+ "salary_currency": "USD",
+ "salary_in_usd": 243225,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 179775,
+ "salary_currency": "USD",
+ "salary_in_usd": 179775,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148000,
+ "salary_currency": "USD",
+ "salary_in_usd": 148000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 218000,
+ "salary_currency": "USD",
+ "salary_in_usd": 218000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145300,
+ "salary_currency": "USD",
+ "salary_in_usd": 145300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 195400,
+ "salary_currency": "USD",
+ "salary_in_usd": 195400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "CL",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 207000,
+ "salary_currency": "USD",
+ "salary_in_usd": 207000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "PR",
+ "remote_ratio": 100,
+ "company_location": "PR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "PR",
+ "remote_ratio": 100,
+ "company_location": "PR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 207000,
+ "salary_currency": "USD",
+ "salary_in_usd": 207000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 195700,
+ "salary_currency": "USD",
+ "salary_in_usd": 195700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130500,
+ "salary_currency": "USD",
+ "salary_in_usd": 130500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 84000,
+ "salary_currency": "USD",
+ "salary_in_usd": 84000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80036,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 141300,
+ "salary_currency": "USD",
+ "salary_in_usd": 141300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 83000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 102200,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1800000,
+ "salary_currency": "INR",
+ "salary_in_usd": 22892,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 195400,
+ "salary_currency": "USD",
+ "salary_in_usd": 195400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 195400,
+ "salary_currency": "USD",
+ "salary_in_usd": 195400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 195400,
+ "salary_currency": "USD",
+ "salary_in_usd": 195400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 633000,
+ "salary_currency": "INR",
+ "salary_in_usd": 8050,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178800,
+ "salary_currency": "USD",
+ "salary_in_usd": 178800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132100,
+ "salary_currency": "USD",
+ "salary_in_usd": 132100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "NLP Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "FI",
+ "remote_ratio": 50,
+ "company_location": "FI",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "AS",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80036,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Research Engineer",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 179400,
+ "salary_currency": "USD",
+ "salary_in_usd": 179400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 193900,
+ "salary_currency": "USD",
+ "salary_in_usd": 193900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 222640,
+ "salary_currency": "USD",
+ "salary_in_usd": 222640,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 182160,
+ "salary_currency": "USD",
+ "salary_in_usd": 182160,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 122500,
+ "salary_currency": "USD",
+ "salary_in_usd": 122500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 297500,
+ "salary_currency": "USD",
+ "salary_in_usd": 297500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 15000,
+ "salary_currency": "USD",
+ "salary_in_usd": 15000,
+ "employee_residence": "TH",
+ "remote_ratio": 100,
+ "company_location": "TH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 193000,
+ "salary_currency": "USD",
+ "salary_in_usd": 193000,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 93000,
+ "salary_currency": "USD",
+ "salary_in_usd": 93000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 73000,
+ "salary_currency": "USD",
+ "salary_in_usd": 73000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40300,
+ "salary_currency": "BRL",
+ "salary_in_usd": 7799,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136994,
+ "salary_currency": "USD",
+ "salary_in_usd": 136994,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 101570,
+ "salary_currency": "USD",
+ "salary_in_usd": 101570,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 98000,
+ "salary_currency": "USD",
+ "salary_in_usd": 98000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 57786,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172000,
+ "salary_currency": "USD",
+ "salary_in_usd": 172000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 164000,
+ "salary_currency": "USD",
+ "salary_in_usd": 164000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 33000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 45390,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 97500,
+ "salary_currency": "USD",
+ "salary_in_usd": 97500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 212800,
+ "salary_currency": "USD",
+ "salary_in_usd": 212800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 142800,
+ "salary_currency": "USD",
+ "salary_in_usd": 142800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "NL",
+ "remote_ratio": 50,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 6359,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 151800,
+ "salary_currency": "USD",
+ "salary_in_usd": 151800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130240,
+ "salary_currency": "USD",
+ "salary_in_usd": 130240,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 140250,
+ "salary_currency": "USD",
+ "salary_in_usd": 140250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 179400,
+ "salary_currency": "USD",
+ "salary_in_usd": 179400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Financial Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 98506,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 83376,
+ "salary_currency": "GBP",
+ "salary_in_usd": 102663,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 65004,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80041,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 84958,
+ "salary_currency": "GBP",
+ "salary_in_usd": 104611,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 66822,
+ "salary_currency": "GBP",
+ "salary_in_usd": 82280,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Analyst",
+ "salary": 81000,
+ "salary_currency": "USD",
+ "salary_in_usd": 81000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Analyst",
+ "salary": 66000,
+ "salary_currency": "USD",
+ "salary_in_usd": 66000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 46000,
+ "salary_currency": "USD",
+ "salary_in_usd": 46000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 204100,
+ "salary_currency": "USD",
+ "salary_in_usd": 204100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136100,
+ "salary_currency": "USD",
+ "salary_in_usd": 136100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 96000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 118208,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110820,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 120000,
+ "salary_currency": "DKK",
+ "salary_in_usd": 19073,
+ "employee_residence": "DK",
+ "remote_ratio": 50,
+ "company_location": "DK",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "BO",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "Analytics Engineer",
+ "salary": 7500,
+ "salary_currency": "USD",
+ "salary_in_usd": 7500,
+ "employee_residence": "BO",
+ "remote_ratio": 50,
+ "company_location": "BO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Consultant",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "PH",
+ "remote_ratio": 100,
+ "company_location": "PH",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 77000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 53368,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 28500,
+ "salary_currency": "EUR",
+ "salary_in_usd": 29944,
+ "employee_residence": "PT",
+ "remote_ratio": 50,
+ "company_location": "PT",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 119300,
+ "salary_currency": "USD",
+ "salary_in_usd": 119300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 146200,
+ "salary_currency": "USD",
+ "salary_in_usd": 146200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 124270,
+ "salary_currency": "USD",
+ "salary_in_usd": 124270,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 52000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 54634,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185800,
+ "salary_currency": "USD",
+ "salary_in_usd": 185800,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 137400,
+ "salary_currency": "USD",
+ "salary_in_usd": 137400,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 148800,
+ "salary_currency": "USD",
+ "salary_in_usd": 148800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Machine Learning Engineer",
+ "salary": 7500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 95386,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 104000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 128058,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82000,
+ "salary_currency": "USD",
+ "salary_in_usd": 82000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "DO",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 173000,
+ "salary_currency": "USD",
+ "salary_in_usd": 173000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 148800,
+ "salary_currency": "USD",
+ "salary_in_usd": 148800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 32400,
+ "salary_currency": "BRL",
+ "salary_in_usd": 6270,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 158000,
+ "salary_currency": "USD",
+ "salary_in_usd": 158000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 216200,
+ "salary_currency": "USD",
+ "salary_in_usd": 216200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 144100,
+ "salary_currency": "USD",
+ "salary_in_usd": 144100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 115573,
+ "employee_residence": "NL",
+ "remote_ratio": 0,
+ "company_location": "NL",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 85000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 89306,
+ "employee_residence": "NL",
+ "remote_ratio": 0,
+ "company_location": "NL",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 175100,
+ "salary_currency": "USD",
+ "salary_in_usd": 175100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 189650,
+ "salary_currency": "USD",
+ "salary_in_usd": 189650,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 164996,
+ "salary_currency": "USD",
+ "salary_in_usd": 164996,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 149040,
+ "salary_currency": "USD",
+ "salary_in_usd": 149040,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113900,
+ "salary_currency": "USD",
+ "salary_in_usd": 113900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 195700,
+ "salary_currency": "USD",
+ "salary_in_usd": 195700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130500,
+ "salary_currency": "USD",
+ "salary_in_usd": 130500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 98506,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 117000,
+ "salary_currency": "USD",
+ "salary_in_usd": 117000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99450,
+ "salary_currency": "USD",
+ "salary_in_usd": 99450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "PR",
+ "remote_ratio": 100,
+ "company_location": "PR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "PR",
+ "remote_ratio": 100,
+ "company_location": "PR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 193900,
+ "salary_currency": "USD",
+ "salary_in_usd": 193900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 55410,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 188100,
+ "salary_currency": "USD",
+ "salary_in_usd": 188100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139860,
+ "salary_currency": "USD",
+ "salary_in_usd": 139860,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 248700,
+ "salary_currency": "USD",
+ "salary_in_usd": 248700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 167100,
+ "salary_currency": "USD",
+ "salary_in_usd": 167100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 450000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5723,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123400,
+ "salary_currency": "USD",
+ "salary_in_usd": 123400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 88100,
+ "salary_currency": "USD",
+ "salary_in_usd": 88100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 141300,
+ "salary_currency": "USD",
+ "salary_in_usd": 141300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 141300,
+ "salary_currency": "USD",
+ "salary_in_usd": 141300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "AR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "BE",
+ "remote_ratio": 100,
+ "company_location": "BE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 189500,
+ "salary_currency": "USD",
+ "salary_in_usd": 189500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 140100,
+ "salary_currency": "USD",
+ "salary_in_usd": 140100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 177600,
+ "salary_currency": "USD",
+ "salary_in_usd": 177600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 24000,
+ "salary_currency": "USD",
+ "salary_in_usd": 24000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 24000,
+ "salary_currency": "USD",
+ "salary_in_usd": 24000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 202900,
+ "salary_currency": "USD",
+ "salary_in_usd": 202900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 193900,
+ "salary_currency": "USD",
+ "salary_in_usd": 193900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 216200,
+ "salary_currency": "USD",
+ "salary_in_usd": 216200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 144100,
+ "salary_currency": "USD",
+ "salary_in_usd": 144100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Research Engineer",
+ "salary": 900000,
+ "salary_currency": "INR",
+ "salary_in_usd": 12171,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 4200000,
+ "salary_currency": "INR",
+ "salary_in_usd": 53416,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "ID",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "AT",
+ "remote_ratio": 50,
+ "company_location": "AT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Data Architect",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "NL",
+ "remote_ratio": 0,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 107000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 131752,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 260500,
+ "salary_currency": "USD",
+ "salary_in_usd": 260500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 175100,
+ "salary_currency": "USD",
+ "salary_in_usd": 175100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 73400,
+ "salary_currency": "EUR",
+ "salary_in_usd": 77119,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 49500,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52008,
+ "employee_residence": "BE",
+ "remote_ratio": 50,
+ "company_location": "BE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 2400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 30523,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 206699,
+ "salary_currency": "USD",
+ "salary_in_usd": 206699,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 99100,
+ "salary_currency": "USD",
+ "salary_in_usd": 99100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 54000,
+ "salary_currency": "USD",
+ "salary_in_usd": 54000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 221300,
+ "salary_currency": "USD",
+ "salary_in_usd": 221300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 148700,
+ "salary_currency": "USD",
+ "salary_in_usd": 148700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 27000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 28368,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 74000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 91118,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 58000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60938,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 249260,
+ "salary_currency": "USD",
+ "salary_in_usd": 249260,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 185400,
+ "salary_currency": "USD",
+ "salary_in_usd": 185400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80036,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128875,
+ "salary_currency": "USD",
+ "salary_in_usd": 128875,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93700,
+ "salary_currency": "USD",
+ "salary_in_usd": 93700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 136260,
+ "salary_currency": "USD",
+ "salary_in_usd": 136260,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109280,
+ "salary_currency": "USD",
+ "salary_in_usd": 109280,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 92000,
+ "salary_currency": "USD",
+ "salary_in_usd": 92000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 135446,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 104663,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 117000,
+ "salary_currency": "USD",
+ "salary_in_usd": 117000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99450,
+ "salary_currency": "USD",
+ "salary_in_usd": 99450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 86000,
+ "salary_currency": "USD",
+ "salary_in_usd": 86000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 1000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 13493,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 1000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 13493,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 119300,
+ "salary_currency": "USD",
+ "salary_in_usd": 119300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 25000,
+ "salary_currency": "USD",
+ "salary_in_usd": 25000,
+ "employee_residence": "TR",
+ "remote_ratio": 50,
+ "company_location": "TR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 65257,
+ "employee_residence": "SG",
+ "remote_ratio": 50,
+ "company_location": "SG",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150075,
+ "salary_currency": "USD",
+ "salary_in_usd": 150075,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110925,
+ "salary_currency": "USD",
+ "salary_in_usd": 110925,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 22800,
+ "salary_currency": "USD",
+ "salary_in_usd": 22800,
+ "employee_residence": "EG",
+ "remote_ratio": 100,
+ "company_location": "EG",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 92000,
+ "salary_currency": "USD",
+ "salary_in_usd": 92000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 202900,
+ "salary_currency": "USD",
+ "salary_in_usd": 202900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 20000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 22809,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 15000,
+ "salary_currency": "USD",
+ "salary_in_usd": 15000,
+ "employee_residence": "ID",
+ "remote_ratio": 0,
+ "company_location": "ID",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 193000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 133766,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 83000,
+ "salary_currency": "USD",
+ "salary_in_usd": 83000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148800,
+ "salary_currency": "USD",
+ "salary_in_usd": 148800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 62500,
+ "salary_currency": "EUR",
+ "salary_in_usd": 65666,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 95000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 116976,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 105400,
+ "salary_currency": "USD",
+ "salary_in_usd": 105400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 43200,
+ "salary_currency": "EUR",
+ "salary_in_usd": 49268,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110820,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 215300,
+ "salary_currency": "USD",
+ "salary_in_usd": 215300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 158200,
+ "salary_currency": "USD",
+ "salary_in_usd": 158200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 209100,
+ "salary_currency": "USD",
+ "salary_in_usd": 209100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 164000,
+ "salary_currency": "USD",
+ "salary_in_usd": 164000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 132000,
+ "salary_currency": "USD",
+ "salary_in_usd": 132000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123000,
+ "salary_currency": "USD",
+ "salary_in_usd": 123000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 189650,
+ "salary_currency": "USD",
+ "salary_in_usd": 189650,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 164996,
+ "salary_currency": "USD",
+ "salary_in_usd": 164996,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "GR",
+ "remote_ratio": 0,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "GR",
+ "remote_ratio": 0,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 150000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 115222,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165400,
+ "salary_currency": "USD",
+ "salary_in_usd": 165400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132320,
+ "salary_currency": "USD",
+ "salary_in_usd": 132320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 208775,
+ "salary_currency": "USD",
+ "salary_in_usd": 208775,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 147800,
+ "salary_currency": "USD",
+ "salary_in_usd": 147800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 136994,
+ "salary_currency": "USD",
+ "salary_in_usd": 136994,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 101570,
+ "salary_currency": "USD",
+ "salary_in_usd": 101570,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128875,
+ "salary_currency": "USD",
+ "salary_in_usd": 128875,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93700,
+ "salary_currency": "USD",
+ "salary_in_usd": 93700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Machine Learning",
+ "salary": 6000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 76309,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 28500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 35093,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 183600,
+ "salary_currency": "USD",
+ "salary_in_usd": 183600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100800,
+ "salary_currency": "USD",
+ "salary_in_usd": 100800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 36940,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42026,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 98506,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 189650,
+ "salary_currency": "USD",
+ "salary_in_usd": 189650,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 164996,
+ "salary_currency": "USD",
+ "salary_in_usd": 164996,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42026,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 215300,
+ "salary_currency": "USD",
+ "salary_in_usd": 215300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140400,
+ "salary_currency": "USD",
+ "salary_in_usd": 140400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43096,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 55410,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 43200,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51064,
+ "employee_residence": "IT",
+ "remote_ratio": 50,
+ "company_location": "IT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 82900,
+ "salary_currency": "USD",
+ "salary_in_usd": 82900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63900,
+ "salary_currency": "USD",
+ "salary_in_usd": 63900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 112300,
+ "salary_currency": "USD",
+ "salary_in_usd": 112300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 241000,
+ "salary_currency": "USD",
+ "salary_in_usd": 241000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 159000,
+ "salary_currency": "USD",
+ "salary_in_usd": 159000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 58000,
+ "salary_currency": "USD",
+ "salary_in_usd": 58000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 58000,
+ "salary_currency": "USD",
+ "salary_in_usd": 58000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 108800,
+ "salary_currency": "USD",
+ "salary_in_usd": 108800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 242000,
+ "salary_currency": "USD",
+ "salary_in_usd": 242000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 30000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 36940,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165220,
+ "salary_currency": "USD",
+ "salary_in_usd": 165220,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120160,
+ "salary_currency": "USD",
+ "salary_in_usd": 120160,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 124190,
+ "salary_currency": "USD",
+ "salary_in_usd": 124190,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 181940,
+ "salary_currency": "USD",
+ "salary_in_usd": 181940,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132320,
+ "salary_currency": "USD",
+ "salary_in_usd": 132320,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220110,
+ "salary_currency": "USD",
+ "salary_in_usd": 220110,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160080,
+ "salary_currency": "USD",
+ "salary_in_usd": 160080,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 126500,
+ "salary_currency": "USD",
+ "salary_in_usd": 126500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106260,
+ "salary_currency": "USD",
+ "salary_in_usd": 106260,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120600,
+ "salary_currency": "USD",
+ "salary_in_usd": 120600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 84900,
+ "salary_currency": "USD",
+ "salary_in_usd": 84900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136620,
+ "salary_currency": "USD",
+ "salary_in_usd": 136620,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 99360,
+ "salary_currency": "USD",
+ "salary_in_usd": 99360,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110820,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 98506,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123000,
+ "salary_currency": "USD",
+ "salary_in_usd": 123000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43096,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 161342,
+ "salary_currency": "USD",
+ "salary_in_usd": 161342,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 137141,
+ "salary_currency": "USD",
+ "salary_in_usd": 137141,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 167000,
+ "salary_currency": "USD",
+ "salary_in_usd": 167000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123000,
+ "salary_currency": "USD",
+ "salary_in_usd": 123000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 211500,
+ "salary_currency": "USD",
+ "salary_in_usd": 211500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 138600,
+ "salary_currency": "USD",
+ "salary_in_usd": 138600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 192400,
+ "salary_currency": "USD",
+ "salary_in_usd": 192400,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 61300,
+ "salary_currency": "USD",
+ "salary_in_usd": 61300,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 61300,
+ "salary_currency": "USD",
+ "salary_in_usd": 61300,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 95550,
+ "salary_currency": "USD",
+ "salary_in_usd": 95550,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 167000,
+ "salary_currency": "USD",
+ "salary_in_usd": 167000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115500,
+ "salary_currency": "USD",
+ "salary_in_usd": 115500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165400,
+ "salary_currency": "USD",
+ "salary_in_usd": 165400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132320,
+ "salary_currency": "USD",
+ "salary_in_usd": 132320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 243900,
+ "salary_currency": "USD",
+ "salary_in_usd": 243900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 156600,
+ "salary_currency": "USD",
+ "salary_in_usd": 156600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 136600,
+ "salary_currency": "USD",
+ "salary_in_usd": 136600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109280,
+ "salary_currency": "USD",
+ "salary_in_usd": 109280,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128875,
+ "salary_currency": "USD",
+ "salary_in_usd": 128875,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 93700,
+ "salary_currency": "USD",
+ "salary_in_usd": 93700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 224000,
+ "salary_currency": "USD",
+ "salary_in_usd": 224000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 167875,
+ "salary_currency": "USD",
+ "salary_in_usd": 167875,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 209100,
+ "salary_currency": "USD",
+ "salary_in_usd": 209100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205300,
+ "salary_currency": "USD",
+ "salary_in_usd": 205300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140400,
+ "salary_currency": "USD",
+ "salary_in_usd": 140400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 176000,
+ "salary_currency": "USD",
+ "salary_in_usd": 176000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200100,
+ "salary_currency": "USD",
+ "salary_in_usd": 200100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70500,
+ "salary_currency": "USD",
+ "salary_in_usd": 70500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 54000,
+ "salary_currency": "USD",
+ "salary_in_usd": 54000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205300,
+ "salary_currency": "USD",
+ "salary_in_usd": 205300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140400,
+ "salary_currency": "USD",
+ "salary_in_usd": 140400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 205300,
+ "salary_currency": "USD",
+ "salary_in_usd": 205300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 184700,
+ "salary_currency": "USD",
+ "salary_in_usd": 184700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175100,
+ "salary_currency": "USD",
+ "salary_in_usd": 175100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140250,
+ "salary_currency": "USD",
+ "salary_in_usd": 140250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 116150,
+ "salary_currency": "USD",
+ "salary_in_usd": 116150,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99050,
+ "salary_currency": "USD",
+ "salary_in_usd": 99050,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 214000,
+ "salary_currency": "USD",
+ "salary_in_usd": 214000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 192600,
+ "salary_currency": "USD",
+ "salary_in_usd": 192600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 266400,
+ "salary_currency": "USD",
+ "salary_in_usd": 266400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 213120,
+ "salary_currency": "USD",
+ "salary_in_usd": 213120,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141300,
+ "salary_currency": "USD",
+ "salary_in_usd": 141300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 206699,
+ "salary_currency": "USD",
+ "salary_in_usd": 206699,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 99100,
+ "salary_currency": "USD",
+ "salary_in_usd": 99100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110500,
+ "salary_currency": "USD",
+ "salary_in_usd": 110500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43096,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 192564,
+ "salary_currency": "USD",
+ "salary_in_usd": 192564,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 144854,
+ "salary_currency": "USD",
+ "salary_in_usd": 144854,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 150260,
+ "salary_currency": "USD",
+ "salary_in_usd": 150260,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 109280,
+ "salary_currency": "USD",
+ "salary_in_usd": 109280,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 67000,
+ "salary_currency": "USD",
+ "salary_in_usd": 67000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52000,
+ "salary_currency": "USD",
+ "salary_in_usd": 52000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 69000,
+ "salary_currency": "USD",
+ "salary_in_usd": 69000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150075,
+ "salary_currency": "USD",
+ "salary_in_usd": 150075,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110925,
+ "salary_currency": "USD",
+ "salary_in_usd": 110925,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 25000,
+ "salary_currency": "USD",
+ "salary_in_usd": 25000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 126500,
+ "salary_currency": "USD",
+ "salary_in_usd": 126500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106260,
+ "salary_currency": "USD",
+ "salary_in_usd": 106260,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220110,
+ "salary_currency": "USD",
+ "salary_in_usd": 220110,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160080,
+ "salary_currency": "USD",
+ "salary_in_usd": 160080,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 172386,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "AE",
+ "remote_ratio": 100,
+ "company_location": "AE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "AE",
+ "remote_ratio": 100,
+ "company_location": "AE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 324000,
+ "salary_currency": "USD",
+ "salary_in_usd": 324000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185100,
+ "salary_currency": "USD",
+ "salary_in_usd": 185100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104890,
+ "salary_currency": "USD",
+ "salary_in_usd": 104890,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 100000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 76814,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Manager",
+ "salary": 157000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 117104,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 250000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 192037,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 1400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17805,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 30523,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 53000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 55685,
+ "employee_residence": "PT",
+ "remote_ratio": 50,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "PT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17805,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "BO",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 157000,
+ "salary_currency": "USD",
+ "salary_in_usd": 157000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 90000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 69133,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "IE",
+ "remote_ratio": 100,
+ "company_location": "IE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 88000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 67597,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "LU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 87000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 102839,
+ "employee_residence": "SI",
+ "remote_ratio": 100,
+ "company_location": "SI",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "MY",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 66500,
+ "salary_currency": "CAD",
+ "salary_in_usd": 51081,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 121000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 83864,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "JP",
+ "remote_ratio": 100,
+ "company_location": "MY",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "EE",
+ "remote_ratio": 100,
+ "company_location": "EE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 57000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59888,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 54742,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 85000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 89306,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 83171,
+ "employee_residence": "AU",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 100000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 76814,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 33609,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Principal Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "HN",
+ "remote_ratio": 0,
+ "company_location": "HN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "CT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 29000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 30469,
+ "employee_residence": "TN",
+ "remote_ratio": 100,
+ "company_location": "CZ",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 69999,
+ "salary_currency": "USD",
+ "salary_in_usd": 69999,
+ "employee_residence": "CZ",
+ "remote_ratio": 50,
+ "company_location": "CZ",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 52800,
+ "salary_currency": "EUR",
+ "salary_in_usd": 55475,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 59000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 61989,
+ "employee_residence": "AT",
+ "remote_ratio": 0,
+ "company_location": "AT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 152500,
+ "salary_currency": "USD",
+ "salary_in_usd": 152500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Lead",
+ "salary": 405000,
+ "salary_currency": "USD",
+ "salary_in_usd": 405000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 380000,
+ "salary_currency": "USD",
+ "salary_in_usd": 380000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115000,
+ "salary_currency": "CHF",
+ "salary_in_usd": 120402,
+ "employee_residence": "CH",
+ "remote_ratio": 0,
+ "company_location": "CH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 177000,
+ "salary_currency": "USD",
+ "salary_in_usd": 177000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 62000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 65141,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "RU",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "PK",
+ "remote_ratio": 0,
+ "company_location": "PK",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 8500000,
+ "salary_currency": "JPY",
+ "salary_in_usd": 77364,
+ "employee_residence": "JP",
+ "remote_ratio": 50,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 7000000,
+ "salary_currency": "JPY",
+ "salary_in_usd": 63711,
+ "employee_residence": "JP",
+ "remote_ratio": 50,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "DZ",
+ "remote_ratio": 50,
+ "company_location": "DZ",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 148000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 155499,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 24000,
+ "salary_currency": "USD",
+ "salary_in_usd": 24000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 38400,
+ "salary_currency": "USD",
+ "salary_in_usd": 38400,
+ "employee_residence": "VN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Financial Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82500,
+ "salary_currency": "USD",
+ "salary_in_usd": 82500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 42000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 49646,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 3000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 40570,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 700000,
+ "salary_currency": "INR",
+ "salary_in_usd": 9466,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 8760,
+ "salary_currency": "EUR",
+ "salary_in_usd": 10354,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110037,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 20000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 21013,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "RO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "IQ",
+ "remote_ratio": 50,
+ "company_location": "IQ",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 82744,
+ "employee_residence": "BE",
+ "remote_ratio": 50,
+ "company_location": "BE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 51999,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59303,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 53000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 62649,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 82528,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 110000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 130026,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 54000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63831,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68428,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "RU",
+ "remote_ratio": 0,
+ "company_location": "RU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "RU",
+ "remote_ratio": 50,
+ "company_location": "RU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 450000,
+ "salary_currency": "USD",
+ "salary_in_usd": 450000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 41000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 46759,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 74130,
+ "employee_residence": "AT",
+ "remote_ratio": 50,
+ "company_location": "AT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 159500,
+ "salary_currency": "CAD",
+ "salary_in_usd": 127221,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 13400,
+ "salary_currency": "USD",
+ "salary_in_usd": 13400,
+ "employee_residence": "UA",
+ "remote_ratio": 100,
+ "company_location": "UA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 95000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 75774,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 103000,
+ "salary_currency": "USD",
+ "salary_in_usd": 103000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "AI Scientist",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "PT",
+ "job_title": "3D Computer Vision Researcher",
+ "salary": 400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5409,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "ML Engineer",
+ "salary": 270000,
+ "salary_currency": "USD",
+ "salary_in_usd": 270000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 68000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 54238,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47282,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 130000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 153667,
+ "employee_residence": "IT",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 28476,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 82528,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59102,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "BG",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 138000,
+ "salary_currency": "USD",
+ "salary_in_usd": 138000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 67000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 79197,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45760,
+ "salary_currency": "USD",
+ "salary_in_usd": 45760,
+ "employee_residence": "PH",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 53192,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 79833,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 76833,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 44000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50180,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Marketing Data Analyst",
+ "salary": 75000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 88654,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "DK",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 103160,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 82500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 113476,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 94564,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 2250000,
+ "salary_currency": "INR",
+ "salary_in_usd": 30428,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 235000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 187442,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 37456,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51519,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 88000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 112872,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 11000000,
+ "salary_currency": "HUF",
+ "salary_in_usd": 36259,
+ "employee_residence": "HU",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "ML Engineer",
+ "salary": 14000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 15966,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 81000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 95746,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 76958,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Cloud Data Engineer",
+ "salary": 120000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 89294,
+ "employee_residence": "SG",
+ "remote_ratio": 50,
+ "company_location": "SG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2200000,
+ "salary_currency": "INR",
+ "salary_in_usd": 29751,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 276000,
+ "salary_currency": "USD",
+ "salary_in_usd": 276000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 188000,
+ "salary_currency": "USD",
+ "salary_in_usd": 188000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 174000,
+ "salary_currency": "USD",
+ "salary_in_usd": 174000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93000,
+ "salary_currency": "USD",
+ "salary_in_usd": 93000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2100000,
+ "salary_currency": "INR",
+ "salary_in_usd": 28399,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 51400,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60757,
+ "employee_residence": "PT",
+ "remote_ratio": 50,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 61500,
+ "salary_currency": "EUR",
+ "salary_in_usd": 70139,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 450000,
+ "salary_currency": "INR",
+ "salary_in_usd": 6072,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 720000,
+ "salary_currency": "MXN",
+ "salary_in_usd": 33511,
+ "employee_residence": "MX",
+ "remote_ratio": 0,
+ "company_location": "MX",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 96282,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 108000,
+ "salary_currency": "TRY",
+ "salary_in_usd": 12103,
+ "employee_residence": "TR",
+ "remote_ratio": 0,
+ "company_location": "TR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 31000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36643,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 52500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72212,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 91000,
+ "salary_currency": "USD",
+ "salary_in_usd": 91000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Architect",
+ "salary": 125000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 99703,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 103691,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 1600000,
+ "salary_currency": "INR",
+ "salary_in_usd": 21637,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 42000,
+ "salary_currency": "USD",
+ "salary_in_usd": 42000,
+ "employee_residence": "NL",
+ "remote_ratio": 50,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "AE",
+ "remote_ratio": 0,
+ "company_location": "AE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 80000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 63810,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "JP",
+ "remote_ratio": 0,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109024,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 256000,
+ "salary_currency": "USD",
+ "salary_in_usd": 256000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 79833,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 72500,
+ "salary_currency": "USD",
+ "salary_in_usd": 72500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "PT",
+ "job_title": "Data Engineer",
+ "salary": 59000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69741,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "JE",
+ "remote_ratio": 0,
+ "company_location": "CN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "TRY",
+ "salary_in_usd": 20171,
+ "employee_residence": "TR",
+ "remote_ratio": 50,
+ "company_location": "TR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 58000,
+ "salary_currency": "USD",
+ "salary_in_usd": 58000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 65720,
+ "salary_currency": "EUR",
+ "salary_in_usd": 77684,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 76833,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "CT",
+ "job_title": "Staff Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 65013,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "TRY",
+ "salary_in_usd": 28016,
+ "employee_residence": "TR",
+ "remote_ratio": 100,
+ "company_location": "TR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 111775,
+ "salary_currency": "USD",
+ "salary_in_usd": 111775,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 93150,
+ "salary_currency": "USD",
+ "salary_in_usd": 93150,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "PR",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 21600,
+ "salary_currency": "EUR",
+ "salary_in_usd": 25532,
+ "employee_residence": "RS",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 4900000,
+ "salary_currency": "INR",
+ "salary_in_usd": 66265,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1250000,
+ "salary_currency": "INR",
+ "salary_in_usd": 16904,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 54000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63831,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 120000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 141846,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 1200000,
+ "salary_currency": "INR",
+ "salary_in_usd": 16228,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 71786,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 11000000,
+ "salary_currency": "HUF",
+ "salary_in_usd": 35735,
+ "employee_residence": "HU",
+ "remote_ratio": 50,
+ "company_location": "HU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 21000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 24823,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 4000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 54094,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 1799997,
+ "salary_currency": "INR",
+ "salary_in_usd": 24342,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 9272,
+ "salary_currency": "USD",
+ "salary_in_usd": 9272,
+ "employee_residence": "KE",
+ "remote_ratio": 100,
+ "company_location": "KE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 147000,
+ "salary_currency": "USD",
+ "salary_in_usd": 147000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 120500,
+ "salary_currency": "CAD",
+ "salary_in_usd": 96113,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 174000,
+ "salary_currency": "USD",
+ "salary_in_usd": 174000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 21844,
+ "salary_currency": "USD",
+ "salary_in_usd": 21844,
+ "employee_residence": "CO",
+ "remote_ratio": 50,
+ "company_location": "CO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "NZ",
+ "remote_ratio": 50,
+ "company_location": "NZ",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51321,
+ "employee_residence": "FR",
+ "remote_ratio": 0,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 3000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 40481,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 59000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69741,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "VN",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 39916,
+ "employee_residence": "FR",
+ "remote_ratio": 0,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 87000,
+ "salary_currency": "USD",
+ "salary_in_usd": 87000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 22000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 26005,
+ "employee_residence": "RO",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 76760,
+ "salary_currency": "EUR",
+ "salary_in_usd": 90734,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 1672000,
+ "salary_currency": "INR",
+ "salary_in_usd": 22611,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 420000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5679,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 81000,
+ "salary_currency": "USD",
+ "salary_in_usd": 81000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 30400000,
+ "salary_currency": "CLP",
+ "salary_in_usd": 40038,
+ "employee_residence": "CL",
+ "remote_ratio": 100,
+ "company_location": "CL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 52000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 61467,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "AT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 32000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37825,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "CT",
+ "job_title": "Principal Data Scientist",
+ "salary": 416000,
+ "salary_currency": "USD",
+ "salary_in_usd": 416000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 40900,
+ "salary_currency": "GBP",
+ "salary_in_usd": 56256,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 33808,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 116914,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 46597,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 8000,
+ "salary_currency": "USD",
+ "salary_in_usd": 8000,
+ "employee_residence": "PK",
+ "remote_ratio": 50,
+ "company_location": "PK",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 4450000,
+ "salary_currency": "JPY",
+ "salary_in_usd": 41689,
+ "employee_residence": "JP",
+ "remote_ratio": 100,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 100000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 114047,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 75000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 88654,
+ "employee_residence": "BE",
+ "remote_ratio": 100,
+ "company_location": "BE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 423000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5707,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 56000,
+ "salary_currency": "USD",
+ "salary_in_usd": 56000,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 180000,
+ "salary_currency": "DKK",
+ "salary_in_usd": 28609,
+ "employee_residence": "DK",
+ "remote_ratio": 50,
+ "company_location": "DK",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 75000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 88654,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 450000,
+ "salary_currency": "INR",
+ "salary_in_usd": 6072,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 42000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47899,
+ "employee_residence": "GR",
+ "remote_ratio": 50,
+ "company_location": "GR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 98000,
+ "salary_currency": "USD",
+ "salary_in_usd": 98000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 48000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 66022,
+ "employee_residence": "HK",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 56738,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 21000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 24823,
+ "employee_residence": "SI",
+ "remote_ratio": 50,
+ "company_location": "SI",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Data Engineer",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "IT",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 325000,
+ "salary_currency": "USD",
+ "salary_in_usd": 325000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 300000,
+ "salary_currency": "DKK",
+ "salary_in_usd": 45896,
+ "employee_residence": "DK",
+ "remote_ratio": 50,
+ "company_location": "DK",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 34000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 40189,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 69600,
+ "salary_currency": "BRL",
+ "salary_in_usd": 12901,
+ "employee_residence": "BR",
+ "remote_ratio": 0,
+ "company_location": "BR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 435000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5882,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "CH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 37000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42197,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 62726,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 76760,
+ "salary_currency": "EUR",
+ "salary_in_usd": 90734,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Scientist",
+ "salary": 19000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 21669,
+ "employee_residence": "IT",
+ "remote_ratio": 50,
+ "company_location": "IT",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 87738,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Finance Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61896,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Machine Learning Scientist",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "PK",
+ "remote_ratio": 50,
+ "company_location": "PK",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 76833,
+ "employee_residence": "RO",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 74000,
+ "salary_currency": "USD",
+ "salary_in_usd": 74000,
+ "employee_residence": "JP",
+ "remote_ratio": 50,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 18000,
+ "salary_currency": "USD",
+ "salary_in_usd": 18000,
+ "employee_residence": "MD",
+ "remote_ratio": 0,
+ "company_location": "MD",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FL",
+ "job_title": "Computer Vision Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "RU",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 102000,
+ "salary_currency": "BRL",
+ "salary_in_usd": 18907,
+ "employee_residence": "BR",
+ "remote_ratio": 0,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59102,
+ "employee_residence": "LU",
+ "remote_ratio": 100,
+ "company_location": "LU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 147000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 173762,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 130000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 148261,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 34000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38776,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 39600,
+ "salary_currency": "EUR",
+ "salary_in_usd": 46809,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 1335000,
+ "salary_currency": "INR",
+ "salary_in_usd": 18053,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "AS",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 91237,
+ "employee_residence": "AT",
+ "remote_ratio": 0,
+ "company_location": "AT",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 62726,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "LU",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 1450000,
+ "salary_currency": "INR",
+ "salary_in_usd": 19609,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "AI Scientist",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 62000,
+ "salary_currency": "USD",
+ "salary_in_usd": 62000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 73000,
+ "salary_currency": "USD",
+ "salary_in_usd": 73000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 38400,
+ "salary_currency": "EUR",
+ "salary_in_usd": 45391,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 190200,
+ "salary_currency": "USD",
+ "salary_in_usd": 190200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 118000,
+ "salary_currency": "USD",
+ "salary_in_usd": 118000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 138350,
+ "salary_currency": "USD",
+ "salary_in_usd": 138350,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130800,
+ "salary_currency": "USD",
+ "salary_in_usd": 130800,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 45618,
+ "employee_residence": "HR",
+ "remote_ratio": 100,
+ "company_location": "HR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "JP",
+ "remote_ratio": 0,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 119059,
+ "employee_residence": "SG",
+ "remote_ratio": 100,
+ "company_location": "IL",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 423000,
+ "salary_currency": "USD",
+ "salary_in_usd": 423000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 24000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 28369,
+ "employee_residence": "MT",
+ "remote_ratio": 50,
+ "company_location": "MT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 412000,
+ "salary_currency": "USD",
+ "salary_in_usd": 412000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 151000,
+ "salary_currency": "USD",
+ "salary_in_usd": 151000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "CT",
+ "job_title": "Business Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 7000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 94665,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ }
+]
\ No newline at end of file
diff --git a/Homework2/Vue-Template/data/job_title_count.json b/Homework2/Vue-Template/data/job_title_count.json
new file mode 100644
index 0000000..08f31ef
--- /dev/null
+++ b/Homework2/Vue-Template/data/job_title_count.json
@@ -0,0 +1,376 @@
+{
+ "data":[
+ {
+ "job_title": "Principal Data Scientist",
+ "job_title_count": 8
+ },
+ {
+ "job_title": "ML Engineer",
+ "job_title_count": 34
+ },
+ {
+ "job_title": "Data Scientist",
+ "job_title_count": 840
+ },
+ {
+ "job_title": "Applied Scientist",
+ "job_title_count": 58
+ },
+ {
+ "job_title": "Data Analyst",
+ "job_title_count": 612
+ },
+ {
+ "job_title": "Data Modeler",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Research Engineer",
+ "job_title_count": 37
+ },
+ {
+ "job_title": "Analytics Engineer",
+ "job_title_count": 103
+ },
+ {
+ "job_title": "Business Intelligence Engineer",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "Machine Learning Engineer",
+ "job_title_count": 289
+ },
+ {
+ "job_title": "Data Strategist",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Engineer",
+ "job_title_count": 1040
+ },
+ {
+ "job_title": "Computer Vision Engineer",
+ "job_title_count": 18
+ },
+ {
+ "job_title": "Data Quality Analyst",
+ "job_title_count": 7
+ },
+ {
+ "job_title": "Compliance Data Analyst",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Architect",
+ "job_title_count": 101
+ },
+ {
+ "job_title": "Applied Machine Learning Engineer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "AI Developer",
+ "job_title_count": 11
+ },
+ {
+ "job_title": "Research Scientist",
+ "job_title_count": 82
+ },
+ {
+ "job_title": "Data Analytics Manager",
+ "job_title_count": 22
+ },
+ {
+ "job_title": "Business Data Analyst",
+ "job_title_count": 15
+ },
+ {
+ "job_title": "Applied Data Scientist",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "Staff Data Analyst",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "ETL Engineer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data DevOps Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Head of Data",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "Data Science Manager",
+ "job_title_count": 58
+ },
+ {
+ "job_title": "Data Manager",
+ "job_title_count": 29
+ },
+ {
+ "job_title": "Machine Learning Researcher",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Big Data Engineer",
+ "job_title_count": 11
+ },
+ {
+ "job_title": "Data Specialist",
+ "job_title_count": 14
+ },
+ {
+ "job_title": "Lead Data Analyst",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "BI Data Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Director of Data Science",
+ "job_title_count": 11
+ },
+ {
+ "job_title": "Machine Learning Scientist",
+ "job_title_count": 26
+ },
+ {
+ "job_title": "MLOps Engineer",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "AI Scientist",
+ "job_title_count": 16
+ },
+ {
+ "job_title": "Autonomous Vehicle Technician",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Applied Machine Learning Scientist",
+ "job_title_count": 12
+ },
+ {
+ "job_title": "Lead Data Scientist",
+ "job_title_count": 12
+ },
+ {
+ "job_title": "Cloud Database Engineer",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "Financial Data Analyst",
+ "job_title_count": 3
+ },
+ {
+ "job_title": "Data Infrastructure Engineer",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Software Data Engineer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "AI Programmer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Operations Engineer",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "BI Developer",
+ "job_title_count": 13
+ },
+ {
+ "job_title": "Data Science Lead",
+ "job_title_count": 8
+ },
+ {
+ "job_title": "Deep Learning Researcher",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "BI Analyst",
+ "job_title_count": 9
+ },
+ {
+ "job_title": "Data Science Consultant",
+ "job_title_count": 24
+ },
+ {
+ "job_title": "Data Analytics Specialist",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "job_title_count": 11
+ },
+ {
+ "job_title": "BI Data Analyst",
+ "job_title_count": 15
+ },
+ {
+ "job_title": "Head of Data Science",
+ "job_title_count": 9
+ },
+ {
+ "job_title": "Insight Analyst",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Deep Learning Engineer",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Machine Learning Software Engineer",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "Big Data Architect",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Product Data Analyst",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "Computer Vision Software Engineer",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "Azure Data Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Marketing Data Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Analytics Lead",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Lead",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Science Engineer",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "Machine Learning Research Engineer",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "NLP Engineer",
+ "job_title_count": 7
+ },
+ {
+ "job_title": "Manager Data Management",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Machine Learning Developer",
+ "job_title_count": 7
+ },
+ {
+ "job_title": "3D Computer Vision Researcher",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "Principal Machine Learning Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Analytics Engineer",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Data Analytics Consultant",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Management Specialist",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Science Tech Lead",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Scientist Lead",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Cloud Data Engineer",
+ "job_title_count": 3
+ },
+ {
+ "job_title": "Data Operations Analyst",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "Marketing Data Analyst",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Power BI Developer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Product Data Scientist",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Principal Data Architect",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Machine Learning Manager",
+ "job_title_count": 3
+ },
+ {
+ "job_title": "Lead Machine Learning Engineer",
+ "job_title_count": 3
+ },
+ {
+ "job_title": "ETL Developer",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "Cloud Data Architect",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Lead Data Engineer",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Head of Machine Learning",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Principal Data Analyst",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Principal Data Engineer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Staff Data Scientist",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Finance Data Analyst",
+ "job_title_count": 1
+ }
+ ]
+}
\ No newline at end of file
diff --git a/Homework2/Vue-Template/package-lock.json b/Homework2/Vue-Template/package-lock.json
index f83d075..c6d4b2e 100644
--- a/Homework2/Vue-Template/package-lock.json
+++ b/Homework2/Vue-Template/package-lock.json
@@ -10,17 +10,22 @@
"dependencies": {
"@vueuse/core": "^9.9.0",
"axios": "^1.2.1",
+ "csv": "^6.3.5",
+ "csv-reader": "^1.0.12",
"d3": "^7.8.0",
"lodash": "^4.17.21",
"pinia": "^2.0.28",
"vite-plugin-vuetify": "^1.0.1",
"vue": "^3.2.45",
+ "vue-csv-import": "^4.1.2",
"vuetify": "^3.0.6"
},
"devDependencies": {
"@types/d3": "^7.4.0",
"@types/lodash": "^4.14.191",
+ "@types/papaparse": "^5.3.10",
"@vitejs/plugin-vue": "^4.0.0",
+ "papaparse": "^5.4.1",
"typescript": "^4.9.3",
"vite": "^4.0.0",
"vue-tsc": "^1.0.11"
@@ -44,7 +49,6 @@
"cpu": [
"arm"
],
- "dev": true,
"optional": true,
"os": [
"android"
@@ -60,7 +64,6 @@
"cpu": [
"arm64"
],
- "dev": true,
"optional": true,
"os": [
"android"
@@ -76,7 +79,6 @@
"cpu": [
"x64"
],
- "dev": true,
"optional": true,
"os": [
"android"
@@ -92,7 +94,6 @@
"cpu": [
"arm64"
],
- "dev": true,
"optional": true,
"os": [
"darwin"
@@ -108,7 +109,6 @@
"cpu": [
"x64"
],
- "dev": true,
"optional": true,
"os": [
"darwin"
@@ -124,7 +124,6 @@
"cpu": [
"arm64"
],
- "dev": true,
"optional": true,
"os": [
"freebsd"
@@ -140,7 +139,6 @@
"cpu": [
"x64"
],
- "dev": true,
"optional": true,
"os": [
"freebsd"
@@ -156,7 +154,6 @@
"cpu": [
"arm"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -172,7 +169,6 @@
"cpu": [
"arm64"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -188,7 +184,6 @@
"cpu": [
"ia32"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -204,7 +199,6 @@
"cpu": [
"loong64"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -220,7 +214,6 @@
"cpu": [
"mips64el"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -236,7 +229,6 @@
"cpu": [
"ppc64"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -252,7 +244,6 @@
"cpu": [
"riscv64"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -268,7 +259,6 @@
"cpu": [
"s390x"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -284,7 +274,6 @@
"cpu": [
"x64"
],
- "dev": true,
"optional": true,
"os": [
"linux"
@@ -300,7 +289,6 @@
"cpu": [
"x64"
],
- "dev": true,
"optional": true,
"os": [
"netbsd"
@@ -316,7 +304,6 @@
"cpu": [
"x64"
],
- "dev": true,
"optional": true,
"os": [
"openbsd"
@@ -332,7 +319,6 @@
"cpu": [
"x64"
],
- "dev": true,
"optional": true,
"os": [
"sunos"
@@ -348,7 +334,6 @@
"cpu": [
"arm64"
],
- "dev": true,
"optional": true,
"os": [
"win32"
@@ -364,7 +349,6 @@
"cpu": [
"ia32"
],
- "dev": true,
"optional": true,
"os": [
"win32"
@@ -380,7 +364,6 @@
"cpu": [
"x64"
],
- "dev": true,
"optional": true,
"os": [
"win32"
@@ -659,6 +642,24 @@
"integrity": "sha512-Hwx9EUgdwf2GLarOjQp5ZH8ZmblzcbTBC2wtQWNKARBSxM9ezRIAUpeDTgoQRAFB0+8CNWXVA9+MaSOzOF3nPg==",
"dev": true
},
+ "node_modules/@types/node": {
+ "version": "20.8.7",
+ "resolved": "https://registry.npmjs.org/@types/node/-/node-20.8.7.tgz",
+ "integrity": "sha512-21TKHHh3eUHIi2MloeptJWALuCu5H7HQTdTrWIFReA8ad+aggoX+lRes3ex7/FtpC+sVUpFMQ+QTfYr74mruiQ==",
+ "devOptional": true,
+ "dependencies": {
+ "undici-types": "~5.25.1"
+ }
+ },
+ "node_modules/@types/papaparse": {
+ "version": "5.3.10",
+ "resolved": "https://registry.npmjs.org/@types/papaparse/-/papaparse-5.3.10.tgz",
+ "integrity": "sha512-mS1Fta/xJ9EDYmAvpeWzcV9Gr0cOl1ClpW7di9+wSUNDIDO55tBtyXg97O7K+Syrd9rDEmuejM2iqmJIJ1SO5g==",
+ "dev": true,
+ "dependencies": {
+ "@types/node": "*"
+ }
+ },
"node_modules/@types/web-bluetooth": {
"version": "0.0.16",
"resolved": "https://registry.npmjs.org/@types/web-bluetooth/-/web-bluetooth-0.0.16.tgz",
@@ -949,6 +950,43 @@
"resolved": "https://registry.npmjs.org/csstype/-/csstype-3.1.2.tgz",
"integrity": "sha512-I7K1Uu0MBPzaFKg4nI5Q7Vs2t+3gWWW648spaF+Rg7pI9ds18Ugn+lvg4SHczUdKlHI5LWBXyqfS8+DufyBsgQ=="
},
+ "node_modules/csv": {
+ "version": "6.3.5",
+ "resolved": "https://registry.npmjs.org/csv/-/csv-6.3.5.tgz",
+ "integrity": "sha512-Y+KTCAUljtq2JaGP42ZL1bymqlU5BkfnFpZhxRczGFDZox2VXhlRHnG5DRshyUrwQzmCdEiLjSqNldCfm1OVCA==",
+ "dependencies": {
+ "csv-generate": "^4.3.0",
+ "csv-parse": "^5.5.2",
+ "csv-stringify": "^6.4.4",
+ "stream-transform": "^3.2.10"
+ },
+ "engines": {
+ "node": ">= 0.1.90"
+ }
+ },
+ "node_modules/csv-generate": {
+ "version": "4.3.0",
+ "resolved": "https://registry.npmjs.org/csv-generate/-/csv-generate-4.3.0.tgz",
+ "integrity": "sha512-7KdVId/2RgwPIKfWHaHtjBq7I9mgdi8ICzsUyIhP8is6UwpwVGGSC/aPnrZ8/SkgBcCP20lXrdPuP64Irs1VBg=="
+ },
+ "node_modules/csv-parse": {
+ "version": "5.5.2",
+ "resolved": "https://registry.npmjs.org/csv-parse/-/csv-parse-5.5.2.tgz",
+ "integrity": "sha512-YRVtvdtUNXZCMyK5zd5Wty1W6dNTpGKdqQd4EQ8tl/c6KW1aMBB1Kg1ppky5FONKmEqGJ/8WjLlTNLPne4ioVA=="
+ },
+ "node_modules/csv-reader": {
+ "version": "1.0.12",
+ "resolved": "https://registry.npmjs.org/csv-reader/-/csv-reader-1.0.12.tgz",
+ "integrity": "sha512-0AAgazKJUywtjvZbclNuovIiQY/WyvojWw15Y2k3kPixE+pDiOFnfg5FcH3CfDqqnrB2f3p5oPAc446EXD01Tw==",
+ "engines": {
+ "node": ">=8.0.0"
+ }
+ },
+ "node_modules/csv-stringify": {
+ "version": "6.4.4",
+ "resolved": "https://registry.npmjs.org/csv-stringify/-/csv-stringify-6.4.4.tgz",
+ "integrity": "sha512-NDshLupGa7gp4UG4sSNIqwYJqgSwvds0SvENntxoVoVvTzXcrHvd5gG2MWpbRpSNvk59dlmIe1IwNvSxN4IVmg=="
+ },
"node_modules/d3": {
"version": "7.8.5",
"resolved": "https://registry.npmjs.org/d3/-/d3-7.8.5.tgz",
@@ -1462,7 +1500,6 @@
"version": "2.3.2",
"resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz",
"integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==",
- "dev": true,
"hasInstallScript": true,
"optional": true,
"os": [
@@ -1648,6 +1685,11 @@
"node": ">=6"
}
},
+ "node_modules/papaparse": {
+ "version": "5.4.1",
+ "resolved": "https://registry.npmjs.org/papaparse/-/papaparse-5.4.1.tgz",
+ "integrity": "sha512-HipMsgJkZu8br23pW15uvo6sib6wne/4woLZPlFf3rpDyMe9ywEXUsuD7+6K9PRkJlVT51j/sCOYDKGGS3ZJrw=="
+ },
"node_modules/path-exists": {
"version": "4.0.0",
"resolved": "https://registry.npmjs.org/path-exists/-/path-exists-4.0.0.tgz",
@@ -1698,9 +1740,9 @@
}
},
"node_modules/postcss": {
- "version": "8.4.24",
- "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.24.tgz",
- "integrity": "sha512-M0RzbcI0sO/XJNucsGjvWU9ERWxb/ytp1w6dKtxTKgixdtQDq4rmx/g8W1hnaheq9jgwL/oyEdH5Bc4WwJKMqg==",
+ "version": "8.4.31",
+ "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.31.tgz",
+ "integrity": "sha512-PS08Iboia9mts/2ygV3eLpY5ghnUcfLV/EXTOW1E2qYxJKGGBUtNjN76FYHnMs36RmARn41bC0AZmn+rR0OVpQ==",
"funding": [
{
"type": "opencollective",
@@ -1760,9 +1802,9 @@
"integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg=="
},
"node_modules/semver": {
- "version": "6.3.0",
- "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz",
- "integrity": "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==",
+ "version": "6.3.1",
+ "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+ "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
"bin": {
"semver": "bin/semver.js"
}
@@ -1775,6 +1817,11 @@
"node": ">=0.10.0"
}
},
+ "node_modules/stream-transform": {
+ "version": "3.2.10",
+ "resolved": "https://registry.npmjs.org/stream-transform/-/stream-transform-3.2.10.tgz",
+ "integrity": "sha512-Yu+x7zcWbWdyB0Td8dFzHt2JEyD6694CNq2lqh1rbuEBVxPtjb/GZ7xDnZcdYiU5E/RtufM54ClSEOzZDeWguA=="
+ },
"node_modules/typescript": {
"version": "4.9.5",
"resolved": "https://registry.npmjs.org/typescript/-/typescript-4.9.5.tgz",
@@ -1788,6 +1835,12 @@
"node": ">=4.2.0"
}
},
+ "node_modules/undici-types": {
+ "version": "5.25.3",
+ "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.25.3.tgz",
+ "integrity": "sha512-Ga1jfYwRn7+cP9v8auvEXN1rX3sWqlayd4HP7OKk4mZWylEmu3KzXDUGrQUN6Ol7qo1gPvB2e5gX6udnyEPgdA==",
+ "devOptional": true
+ },
"node_modules/upath": {
"version": "2.0.1",
"resolved": "https://registry.npmjs.org/upath/-/upath-2.0.1.tgz",
@@ -1873,6 +1926,27 @@
"@vue/shared": "3.3.4"
}
},
+ "node_modules/vue-csv-import": {
+ "version": "4.1.2",
+ "resolved": "https://registry.npmjs.org/vue-csv-import/-/vue-csv-import-4.1.2.tgz",
+ "integrity": "sha512-sw/iY3taDUjkA7c/OF8waknrUzJKTm0imyom/cmeMUT68pKvN/mG6ufJPMIppzpulJ+y7Rpuo+aAtrnwyb0yGg==",
+ "dependencies": {
+ "axios": "^0.21.1",
+ "lodash": "^4.17.20",
+ "papaparse": "^5.0.0"
+ },
+ "peerDependencies": {
+ "vue": "^3.0.4"
+ }
+ },
+ "node_modules/vue-csv-import/node_modules/axios": {
+ "version": "0.21.4",
+ "resolved": "https://registry.npmjs.org/axios/-/axios-0.21.4.tgz",
+ "integrity": "sha512-ut5vewkiu8jjGBdqpM44XxjuCjq9LAKeHVmoVfHVzy8eHgxxq8SbAVQNovDA8mVi05kP0Ea/n/UzcSHcTJQfNg==",
+ "dependencies": {
+ "follow-redirects": "^1.14.0"
+ }
+ },
"node_modules/vue-demi": {
"version": "0.14.5",
"resolved": "https://registry.npmjs.org/vue-demi/-/vue-demi-0.14.5.tgz",
diff --git a/Homework2/Vue-Template/package.json b/Homework2/Vue-Template/package.json
index 13e7ce0..f06e4b8 100644
--- a/Homework2/Vue-Template/package.json
+++ b/Homework2/Vue-Template/package.json
@@ -11,17 +11,22 @@
"dependencies": {
"@vueuse/core": "^9.9.0",
"axios": "^1.2.1",
+ "csv": "^6.3.5",
+ "csv-reader": "^1.0.12",
"d3": "^7.8.0",
"lodash": "^4.17.21",
"pinia": "^2.0.28",
"vite-plugin-vuetify": "^1.0.1",
"vue": "^3.2.45",
+ "vue-csv-import": "^4.1.2",
"vuetify": "^3.0.6"
},
"devDependencies": {
"@types/d3": "^7.4.0",
"@types/lodash": "^4.14.191",
+ "@types/papaparse": "^5.3.10",
"@vitejs/plugin-vue": "^4.0.0",
+ "papaparse": "^5.4.1",
"typescript": "^4.9.3",
"vite": "^4.0.0",
"vue-tsc": "^1.0.11"
diff --git a/Homework2/Vue-Template/src/App.vue b/Homework2/Vue-Template/src/App.vue
index f046740..607b829 100644
--- a/Homework2/Vue-Template/src/App.vue
+++ b/Homework2/Vue-Template/src/App.vue
@@ -2,6 +2,8 @@
import Notes from './components/Notes.vue'
import Example from './components/Example.vue'
+import AverageSalary from './components/Bar.vue'
+// import Visualization from './components/Visualization.vue';
/*
import ExampleWithLegend from './components/ExampleWithLegend.vue';
import ExampleWithInteractions from './components/ExampleWithInteractions.vue';*/
@@ -9,7 +11,9 @@ import ExampleWithInteractions from './components/ExampleWithInteractions.vue';*
export default {
components: {
Notes,
+ AverageSalary,
Example,
+ // Visualization,
/*
ExampleWithLegend,
ExampleWithInteractions*/
@@ -17,12 +21,49 @@ export default {
}
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/Homework2/Vue-Template/src/components/Line.vue b/Homework2/Vue-Template/src/components/Line.vue
new file mode 100644
index 0000000..fb273d8
--- /dev/null
+++ b/Homework2/Vue-Template/src/components/Line.vue
@@ -0,0 +1,155 @@
+
\ No newline at end of file
diff --git a/Homework2/Vue-Template/src/components/Visualization.vue b/Homework2/Vue-Template/src/components/Visualization.vue
new file mode 100644
index 0000000..08d9e5a
--- /dev/null
+++ b/Homework2/Vue-Template/src/components/Visualization.vue
@@ -0,0 +1,6 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/Homework2/Vue-Template/src/types.ts b/Homework2/Vue-Template/src/types.ts
index ba503fc..294130a 100644
--- a/Homework2/Vue-Template/src/types.ts
+++ b/Homework2/Vue-Template/src/types.ts
@@ -18,4 +18,16 @@ export interface Point {
export interface Bar{
readonly value: number;
+}
+
+export interface Bar1{
+ readonly job_title_average_salary: number;
+}
+
+export interface ParallelCoordinates {
+ readonly job_title_count: number
+}
+
+export interface Line {
+ readonly job_title_average_remote_ratio: number;
}
\ No newline at end of file
diff --git a/Homework2/package-lock.json b/Homework2/package-lock.json
new file mode 100644
index 0000000..1a37daa
--- /dev/null
+++ b/Homework2/package-lock.json
@@ -0,0 +1,17 @@
+{
+ "name": "Homework2",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "dependencies": {
+ "materialize-css": "^1.0.0-rc.2"
+ }
+ },
+ "node_modules/materialize-css": {
+ "version": "1.0.0-rc.2",
+ "resolved": "https://registry.npmjs.org/materialize-css/-/materialize-css-1.0.0-rc.2.tgz",
+ "integrity": "sha512-FuQmSyq4Qv0ov7A2qXw0E6/jbQzSWx2P1pg2/XQDYTkkSc/GyiFAxu3fw9zgShwuTvyumEiw5jkxQWT9siqMBQ=="
+ }
+ }
+}
diff --git a/Homework2/package.json b/Homework2/package.json
new file mode 100644
index 0000000..1b7c08e
--- /dev/null
+++ b/Homework2/package.json
@@ -0,0 +1,5 @@
+{
+ "dependencies": {
+ "materialize-css": "^1.0.0-rc.2"
+ }
+}
diff --git a/Homework2/suchao/VanillaJS-Template/app.js b/Homework2/suchao/VanillaJS-Template/app.js
new file mode 100644
index 0000000..3448ba7
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/app.js
@@ -0,0 +1,30 @@
+import { mountBarChart, BarChart } from './src/barChart';
+import { mountLineChart, LineChart } from './src/linechart';
+import { ParallelCoordinatesPlot, mountParallelCoordinatesPlot } from './src/parallelCoordiantesChart';
+import './style.css';
+
+document.querySelector('#app').innerHTML = `
+
+
+
+
+ ${ParallelCoordinatesPlot()}
+
+
+
+`;
+
+mountBarChart();
+mountLineChart();
+mountParallelCoordinatesPlot();
\ No newline at end of file
diff --git a/Homework2/suchao/VanillaJS-Template/data/Data_Engineer_average_salary.json b/Homework2/suchao/VanillaJS-Template/data/Data_Engineer_average_salary.json
new file mode 100644
index 0000000..d3c6809
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/data/Data_Engineer_average_salary.json
@@ -0,0 +1,20 @@
+{
+ "data":[
+ {
+ "experience_level": "EN",
+ "average_salary": 78546
+ },
+ {
+ "experience_level": "MI",
+ "average_salary": 104526
+ },
+ {
+ "experience_level": "SE",
+ "average_salary": 153051
+ },
+ {
+ "experience_level": "EX",
+ "average_salary": 194931
+ }
+ ]
+}
\ No newline at end of file
diff --git a/Homework2/suchao/VanillaJS-Template/data/PCC.json b/Homework2/suchao/VanillaJS-Template/data/PCC.json
new file mode 100644
index 0000000..a0e34f3
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/data/PCC.json
@@ -0,0 +1,22532 @@
+[
+ {
+ "work_year": 2023,
+ "job_title": "Principal Data Scientist",
+ "salary_in_usd": 85847,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 30000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 25500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 222200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 219000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 147100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 213660,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 130760,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Modeler",
+ "salary_in_usd": 147100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Modeler",
+ "salary_in_usd": 90700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 275000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 174000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 143200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Business Intelligence Engineer",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Business Intelligence Engineer",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Strategist",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Strategist",
+ "salary_in_usd": 72000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 253200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 342810,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 184590,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 162500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105380,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 64500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Quality Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Compliance Data Analyst",
+ "salary_in_usd": 30000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 20984,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 204620,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 110680,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 270703,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 221484,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 212750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 262000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 245000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 275300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 218500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 199098,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 203300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 123600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 189110,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 139000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 258750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 231500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 166000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 172500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 238000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 176000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 237000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 201450,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 309400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 159100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 81500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 237000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 201450,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 280000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 280100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 168100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 193500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 139000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 65062,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Machine Learning Engineer",
+ "salary_in_usd": 69751,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Developer",
+ "salary_in_usd": 300000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 96578,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Business Intelligence Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Business Intelligence Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 225000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 48289,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38631,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 163196,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 145885,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 217000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 202800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 104300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 179170,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 94300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 152500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 116450,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 247300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 133800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 203000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 133000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 220000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 56536,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 289800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 214000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 179820,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 143860,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 283200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 188800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 289800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 214200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 161800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 141600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 342300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 176100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 138784,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 83270,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 138900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 318300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 212200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 195000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 143200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 105000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 20670,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 46178,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 42533,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 168400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 309400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 159100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 162500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 222200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 54685,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 42533,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 241000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 66837,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 54685,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Staff Data Analyst",
+ "salary_in_usd": 15000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ETL Engineer",
+ "salary_in_usd": 85066,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ETL Engineer",
+ "salary_in_usd": 57723,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 300000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 228000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 186000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data DevOps Engineer",
+ "salary_in_usd": 53654,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 205000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 215000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 224000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 176000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 17022,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 68318,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Developer",
+ "salary_in_usd": 75020,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 81500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Head of Data",
+ "salary_in_usd": 329500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Head of Data",
+ "salary_in_usd": 269600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Quality Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Quality Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 162500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Developer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 203500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 152000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 239000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 122900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 237000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 191765,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 134236,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 112000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 88256,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 293000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 148500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 48289,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38631,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 240500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 123700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 152900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 117100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 173000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 113000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 149500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 127075,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 195000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 219535,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146115,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 199000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 162000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 222200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 221000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 153000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 187000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 179000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 109000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 245000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 142000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 198800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 105200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 86000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 139000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 40663,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Developer",
+ "salary_in_usd": 275000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Researcher",
+ "salary_in_usd": 50000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 280700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150450,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 51753,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 250500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 159500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130001,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 71907,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 93918,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 51962,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 257000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 147000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 222000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 203000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 133200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 213660,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 130760,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 221000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 147000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Quality Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Quality Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 238000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 304000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 199000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 48289,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 195895,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 102772,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 240000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 183600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 289076,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 202353,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 157750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104650,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Lead Data Analyst",
+ "salary_in_usd": 68000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Data Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 48289,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38631,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 179820,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 143860,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 241000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 181000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 154000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191765,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 134236,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 237000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 64200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 56100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 208450,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 170550,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 171250,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 113750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 222200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 182500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 121500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 203100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 114500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 72914,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 54685,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 92700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 61800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 258000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 167500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 106500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 195000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 59888,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 286000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 207000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 223250,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 178600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 353200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 249300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 297300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 151800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 317070,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170730,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 81500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 21461,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Developer",
+ "salary_in_usd": 108000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Developer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "MLOps Engineer",
+ "salary_in_usd": 134000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "MLOps Engineer",
+ "salary_in_usd": 124000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 171250,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 113750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 124500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 148700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 275300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 167500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 106500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 423834,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 216000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 143865,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115092,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 173000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 132000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 208049,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 128500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 179820,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 143860,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 167500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 275300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 149600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 102000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 96578,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 80481,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 151000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 275300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Autonomous Vehicle Technician",
+ "salary_in_usd": 7000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 42923,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 154000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 143000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 78990,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 51039,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 85066,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 51039,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 109371,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 72914,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 111000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 265000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 235000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 121093,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 73546,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 60400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 92700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 61800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 172309,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 60093,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 83500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 52500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 201036,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 134024,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 62000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 58000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 172000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 237000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 258000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 205600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 239748,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 159832,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 186300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 102500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 149040,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 172600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 107900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 180180,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106020,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 376080,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 213120,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 206500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 121600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 194500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Cloud Database Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 70000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 275000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 206000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 138000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 92000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 48000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 87000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 162500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 299500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 245100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 147100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 168400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 222200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85066,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 57723,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Financial Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 297300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 141288,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 94192,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Infrastructure Engineer",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Infrastructure Engineer",
+ "salary_in_usd": 143000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 55000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 275300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 183500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 65000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 147000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 149040,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Software Data Engineer",
+ "salary_in_usd": 75020,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 180180,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106020,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 17022,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Programmer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Developer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Lead Data Analyst",
+ "salary_in_usd": 18238,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 210914,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 116704,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 185700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 193000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 136850,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 276000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 178500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 59020,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 48289,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75116,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 48289,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 195652,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 101228,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 136956,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 101228,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Developer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Lead",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 260000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 239748,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 159832,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 128750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 106250,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 299500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 245100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 167500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 188500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 117000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 138000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Deep Learning Researcher",
+ "salary_in_usd": 123405,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 104500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 127000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 94000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210550,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 153300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 161500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 119500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 148750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Specialist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Specialist",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 215000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 146300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Developer",
+ "salary_in_usd": 214618,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 72000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 153400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 122700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 186300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 123900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 340000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 153400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 122700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 64385,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 121700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Software Data Engineer",
+ "salary_in_usd": 50000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 310000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 239000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 149076,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 82365,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 149600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 102000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 97218,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 48609,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 121700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 97750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 201000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 122000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 116990,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 82920,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 201000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 122000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 205920,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 171600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 121500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 78000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 116000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 78990,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 43809,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 275300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 116000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 127599,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 103294,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 167500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 186000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 48289,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38631,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 30000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 34320,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 9289,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Head of Data",
+ "salary_in_usd": 75116,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 106000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 122000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 93800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 71897,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Developer",
+ "salary_in_usd": 64385,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 15806,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 121700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 40000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 29453,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 180180,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106020,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 153400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 122700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 310000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 239000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 152380,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 121904,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 168400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 105200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 128280,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 106900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 192000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 107309,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 85847,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 275000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 174000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 170500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 72946,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 54365,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 160288,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 127467,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 124740,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65488,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Quality Analyst",
+ "salary_in_usd": 72200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Quality Analyst",
+ "salary_in_usd": 64980,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 179975,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 86466,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Insight Analyst",
+ "salary_in_usd": 51039,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Insight Analyst",
+ "salary_in_usd": 42533,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 149076,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 82365,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 205920,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 171600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 265000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Machine Learning Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 168000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 38631,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 147100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 167580,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 87980,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 202000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 104000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 148000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 269000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 158000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 197000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 106000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Deep Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Deep Learning Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 290000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 192000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 172800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 300240,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200160,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 300240,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200160,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 370000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 245000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115447,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 55000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 48000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 137500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 81500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 323300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 184700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 30000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 186000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 153088,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Infrastructure Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Infrastructure Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Infrastructure Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Infrastructure Engineer",
+ "salary_in_usd": 183310,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 240000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 299500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 245100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 66000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 148500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 126277,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 228000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 126500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 78000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 272000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 259000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 310000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 239000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 142000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 259000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 109371,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 72914,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 17779,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 19522,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Lead",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Lead",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 107309,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 75116,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 139500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 109400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 288000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 288000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Lead",
+ "salary_in_usd": 72914,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Lead",
+ "salary_in_usd": 60761,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 215050,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 198000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 114000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 209300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 182200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 48609,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 147100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 90700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 227000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 108000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 55800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 51508,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 226700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 133300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Big Data Architect",
+ "salary_in_usd": 151902,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 9727,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 52500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 162500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 124000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 167580,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 87980,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 253750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 169200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 253750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 169200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 124740,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65488,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 213580,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 163625,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 12000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 375000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 101943,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Product Data Analyst",
+ "salary_in_usd": 16414,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 235000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 231250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 138750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 284310,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 153090,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 109371,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85066,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 55000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 48000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Lead",
+ "salary_in_usd": 225900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Lead",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 162500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 318300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 188800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 385000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 180180,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106020,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 93919,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 51962,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 241871,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 133832,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 210914,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 116704,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 192500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 149076,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 82365,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 36000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 148750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 370000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 235000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 121523,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 97218,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 216100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 145828,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 121523,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Software Engineer",
+ "salary_in_usd": 53654,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 81500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 66837,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63192,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60761,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 54685,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 284000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 236000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 248100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 145900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 155850,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 102544,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 151410,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 115360,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 66531,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 59020,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 125686,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Azure Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 12767,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 162500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120250,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 26827,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 226700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 133300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 163800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 138900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 162500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 107000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 226700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 133300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 23000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 265000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 182750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 137500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 81500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 314100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 195800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 199000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 112000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 180180,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106020,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 134000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 350000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 262500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 122000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 94000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 276000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 184000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 310000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 239000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 228000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 152000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 209450,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 158677,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 240000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 103200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 61200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 155000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Marketing Data Engineer",
+ "salary_in_usd": 66970,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 63312,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 237000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 240000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 139000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 174500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 87000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 108000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 107250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 300000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 119000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 285800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 154600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 60795,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 30000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 195000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 168400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Manager",
+ "salary_in_usd": 105200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 206000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 231250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 138750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 94000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 240500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 123700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 124234,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 74540,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 109000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 79000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 84053,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 50000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 275300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 275300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 141290,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 74178,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 205600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 107500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 12888,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 52500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 84000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 48000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "AI Developer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 226700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 133300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 12877,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Developer",
+ "salary_in_usd": 6304,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analytics Lead",
+ "salary_in_usd": 17509,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 257000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 134000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 77262,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38631,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 205600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 299500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 245100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 151800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 53654,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 51508,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 40777,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 51508,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 40777,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 237000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 174500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183310,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 183310,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 102500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 174500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 122000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 94000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 146000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 300000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 24740,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 15897,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 182000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 122000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 94000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 77262,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 38631,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 300000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 252000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 168000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 78990,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 43809,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 153400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 122700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 87000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 234100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 203500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 223800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 172100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 232200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 167200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 197000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 106000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Lead",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Lead",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 114000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 291500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 196200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 168400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 105200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 116000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 72000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 207000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 167000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 133800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 96100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Cloud Database Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Cloud Database Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 297300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 198200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 297300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 202000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 84000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 219000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 230000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 196000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "BI Developer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 126100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 72000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 240500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 137500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 187500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Research Engineer",
+ "salary_in_usd": 72914,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 25216,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 165750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 165750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 109006,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 67141,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "NLP Engineer",
+ "salary_in_usd": 275000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "NLP Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175308,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100706,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "NLP Engineer",
+ "salary_in_usd": 235000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "NLP Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 310000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 229000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 289076,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 202353,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 69751,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 37558,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 226700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 133300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 54094,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 18314,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 231250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 138750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 199000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 162000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Deep Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Deep Learning Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 133000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 272550,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 182000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 187500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 155000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 64000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 235000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 174500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 143100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 113000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 142000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 174500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180560,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 115440,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 248100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 145900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 291500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 75344,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 63192,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 161800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 141600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 58331,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 46178,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 166000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 128000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Architect",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 236000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 182000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 14307,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 261500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 134500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 13989,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2023,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Manager Data Management",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 122000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 94500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 127500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 126500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 51000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 40000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Programmer",
+ "salary_in_usd": 40000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 272550,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 94560,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 52533,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 146000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 248400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 183600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Developer",
+ "salary_in_usd": 40000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 56723,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 24165,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 216000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 149000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 119000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 246000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 201000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 235000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Cloud Database Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Cloud Database Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Product Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 92350,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 67723,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 192000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 164000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 167500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 142000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 10000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 31795,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "NLP Engineer",
+ "salary_in_usd": 44365,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 92350,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73880,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 192000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 164000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 310000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 239000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 78000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73546,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 36773,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 35610,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 47280,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 37824,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 249500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 149850,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 122500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 249500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 149850,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 55000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 48000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 249500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 149850,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 58837,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 127000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 104000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 182750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 161500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 102640,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 66100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 198800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 122600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 216000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 159000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 215000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 246000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 201000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 187000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 255000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 430967,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 55410,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50432,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 39925,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 60938,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Developer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Developer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "3D Computer Vision Researcher",
+ "salary_in_usd": 10000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "MLOps Engineer",
+ "salary_in_usd": 134000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "MLOps Engineer",
+ "salary_in_usd": 124000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 166700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 119000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 124234,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 74540,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 65000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 16904,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 12000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 68293,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 36773,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 47280,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 37824,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 81500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 173000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 192000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Principal Machine Learning Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 194000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 201000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 89200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 230000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 196000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Researcher",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Researcher",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Researcher",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Researcher",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 216000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 192500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 152500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 65000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 55000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 178750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 63040,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 52533,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 203500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 152000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 197430,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 134760,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 197000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 99000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 162000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110446,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 79178,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 70186,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 51716,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 149040,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 171000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Engineer",
+ "salary_in_usd": 13000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 78000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Consultant",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 47280,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 37824,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 213000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 152000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 227200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Software Engineer",
+ "salary_in_usd": 168000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "3D Computer Vision Researcher",
+ "salary_in_usd": 20000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 64090,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 60938,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 243000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 183000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 124000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 178000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 300000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 116000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 96000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 92350,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 70186,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Researcher",
+ "salary_in_usd": 105236,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 194000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 189750,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 140250,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 109000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 206000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 115573,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 73546,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 68293,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 42026,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 191200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 191200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Research Engineer",
+ "salary_in_usd": 66192,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "3D Computer Vision Researcher",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 230000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 205000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 179500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 134000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 235000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 27317,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 68293,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 36773,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 168400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Deep Learning Engineer",
+ "salary_in_usd": 86193,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Deep Learning Engineer",
+ "salary_in_usd": 49253,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 47280,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 37824,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 122600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 105066,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 104663,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 73880,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 124000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 148000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 107000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63040,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 36773,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 310000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 239000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 299500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 245100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 168000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 161000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 118000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Management Specialist",
+ "salary_in_usd": 68293,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 177000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 131000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 146000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 102000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 230000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 196000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 61566,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 43096,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 231250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 138750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 193750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 116250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 231250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 138750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 231250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 138750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 231250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 138750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 193750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 116250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 208000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 127000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 300000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 196000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Autonomous Vehicle Technician",
+ "salary_in_usd": 45555,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 47280,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 37824,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 184000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 17684,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Tech Lead",
+ "salary_in_usd": 375000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 191200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 104663,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 80036,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 93800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 350000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 12000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 104697,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Developer",
+ "salary_in_usd": 33000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 34672,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 201000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 119000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 154560,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 123648,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 177500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 134000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 192564,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 144854,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 179305,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 142127,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 315000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 225000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 243900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 206000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 109000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 79000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 109000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist Lead",
+ "salary_in_usd": 89306,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 182500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 128500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Manager",
+ "salary_in_usd": 77300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Manager",
+ "salary_in_usd": 45600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 127000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 136000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Cloud Data Engineer",
+ "salary_in_usd": 12608,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 247500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 172200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 184100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 78000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 161000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 47280,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 37824,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Head of Data",
+ "salary_in_usd": 205000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Head of Data",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 61566,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 49253,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 245000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198440,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 144000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 240000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198440,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 144000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 57872,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 64000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 39925,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 187200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 116100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 127000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 275000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 166000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 159699,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 138938,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 76000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 166700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 119000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 103432,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 92350,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 52500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 236000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 182000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 204500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 142200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Engineer",
+ "salary_in_usd": 240000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 125404,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 300000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 195000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 155000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Analyst",
+ "salary_in_usd": 123000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Analyst",
+ "salary_in_usd": 92250,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 97000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 157000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 52500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 128000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 81500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 122500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 171000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 117000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 202800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50432,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 36773,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 197000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 99000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 30000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 78000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 48000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 78000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 42000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 345600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 230400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 78000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 48000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 175950,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130050,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 205600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 236600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 89200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 84000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 54000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Marketing Data Analyst",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 73742,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Lead",
+ "salary_in_usd": 165000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 33246,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Power BI Developer",
+ "salary_in_usd": 5409,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 75050,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 184100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 108000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Product Data Scientist",
+ "salary_in_usd": 8000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 155000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 65000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 155000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110820,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 92350,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 153600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 106800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 155000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 168000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 123400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 88100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 55000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 191200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 169000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 139000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 122000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 139600,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 156400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 148500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 98200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 225000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 66000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 47280,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 37824,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Manager",
+ "salary_in_usd": 134000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Manager",
+ "salary_in_usd": 98000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 62000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 57000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 161311,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 144200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 115360,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 83171,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Principal Data Architect",
+ "salary_in_usd": 38154,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73546,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 42026,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 108000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Manager",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Manager",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Manager",
+ "salary_in_usd": 125976,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 188700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160395,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 300000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198440,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50432,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 36773,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 75648,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 156868,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Analyst",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 198440,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 144000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Machine Learning Engineer",
+ "salary_in_usd": 69344,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "NLP Engineer",
+ "salary_in_usd": 5132,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 126080,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 84053,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 108000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 45050,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 42028,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 178800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 20000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 187200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 116100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 10000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 229998,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154545,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 215000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 159000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 229998,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154545,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist Lead",
+ "salary_in_usd": 183000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 99750,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 68400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 236900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 159200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 243225,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 179775,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 148000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 128000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 218000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 145300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 195400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 131300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 207000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 153000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 99000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 207000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 153000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 195700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 84000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80036,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 67723,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 141300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 102100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50432,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 36773,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 102200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 22892,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 113000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 31520,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 195400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 131300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 195400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 131300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 195400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 131300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 8050,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 178800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "NLP Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 63040,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80036,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 67723,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 108000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Research Engineer",
+ "salary_in_usd": 20000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 179400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 154000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 193900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 222640,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 182160,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 122500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 297500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 260000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Developer",
+ "salary_in_usd": 15000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 193000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 93000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 73000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 7799,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136994,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 101570,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Manager",
+ "salary_in_usd": 134000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Manager",
+ "salary_in_usd": 98000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 57786,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 136000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 172000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 215000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 164000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 300000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 45390,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 97500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 212800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Scientist",
+ "salary_in_usd": 142800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 73546,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 50000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 6359,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 151800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130240,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 140250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 179400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 154000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Financial Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 84053,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73546,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 98506,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 86193,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 84053,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73546,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 102663,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 80041,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 104611,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 82280,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 31520,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Analyst",
+ "salary_in_usd": 81000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Operations Analyst",
+ "salary_in_usd": 66000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 46000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 204100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 118208,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110820,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Computer Vision Software Engineer",
+ "salary_in_usd": 19073,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 191475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141525,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 95000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 70000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 7500,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 113000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Consultant",
+ "salary_in_usd": 113000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Product Data Analyst",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 53368,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 175000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 29944,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 119300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 145000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 146200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 124270,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 54634,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 185800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 137400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 245000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 203500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 152000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 186000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 148800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Machine Learning Engineer",
+ "salary_in_usd": 95386,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 128058,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 82000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 173000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 203500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 152000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 186000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 148800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 6270,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 158000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 134000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 216200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 144100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 115573,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 89306,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 206000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 175100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 189650,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 164996,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 149040,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 113900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 195700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 98506,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73880,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 117000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 99450,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 193900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 55410,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 86193,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 61566,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 188100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 139860,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 248700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 167100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 5723,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 123400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 88100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 50432,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 245000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 205000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 141300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 102100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 141300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 102100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 84053,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 61566,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 189500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 140100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 177600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 131300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 24000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 24000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 202900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 131300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 193900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 129300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 216200,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 144100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 216000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 144000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Research Engineer",
+ "salary_in_usd": 12171,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 53416,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 50000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Cloud Data Architect",
+ "salary_in_usd": 250000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 84053,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 131752,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 48000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 260500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 175100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 55000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 77119,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 52008,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 30523,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 206699,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 99100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 54000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 221300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 148700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 30000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 28368,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 91118,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 61566,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 60938,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 249260,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 185400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 80036,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 128875,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 93700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 136260,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 109280,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 92000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135446,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 104663,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 117000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 99450,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 129000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 86000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 13493,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 13493,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 119300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 25000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 65257,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Developer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 153000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150075,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110925,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 22800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 92000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 202900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 131300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 22809,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 15000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 133766,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 83000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 92350,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 67723,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 186000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 148800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90320,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 240000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 300000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65666,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 116976,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 92350,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90320,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 105400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 49268,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110820,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 92350,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 215300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 158200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 209100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 155000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 84053,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 164000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 132000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 123000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 189650,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 164996,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 52533,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ETL Developer",
+ "salary_in_usd": 52533,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Data Engineer",
+ "salary_in_usd": 115222,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132320,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 208775,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 147800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 136994,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 101570,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 128875,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 93700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Head of Machine Learning",
+ "salary_in_usd": 76309,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 35093,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 183600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 49253,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 36940,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 42026,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 31520,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 84053,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73546,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 98506,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 86193,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 84053,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73546,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 189650,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 164996,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 42026,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 31520,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 92350,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73880,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 215300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63040,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 47280,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 260000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 67723,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 43096,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63040,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 47280,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73880,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 55410,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 51064,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 82900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 63900,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 112300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 241000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 159000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 80000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 58000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 58000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 136000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 108800,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 242000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 61566,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 36940,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73880,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 49253,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165220,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120160,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 124190,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90320,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 181940,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132320,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220110,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160080,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 180000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 126500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106260,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 116000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 99000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 155000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 120600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 102100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 84900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 136620,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 99360,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 110820,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 98506,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 146000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 123000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 49253,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 43096,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 161342,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 137141,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 167000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 123000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 73880,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 61566,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 211500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 138600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 192400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 90700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 61300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 61300,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 113000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 95550,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 167000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90320,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90320,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 132320,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 243900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 156600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 136600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 109280,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 128875,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 93700,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 224000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 167875,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 175000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 209100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 205300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 176000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 70500,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 54000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 205300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140400,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 205300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Analytics Engineer",
+ "salary_in_usd": 184700,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 175100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140250,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 116150,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 99050,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 145000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 112900,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90320,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 214000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 192600,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 266400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 213120,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 155000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 141300,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 102100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 115934,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 81666,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 206699,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 99100,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 61566,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 43096,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 192564,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Architect",
+ "salary_in_usd": 144854,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 230000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 150260,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 109280,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 67000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 52000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 154000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 126000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 129000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 99000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 69000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 150075,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 110925,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 25000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 126500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 106260,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 220110,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 160080,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 105000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 230000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 220000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 172386,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 86193,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 220000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 324000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 216000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 210000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 185100,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 104890,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 105000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Developer",
+ "salary_in_usd": 76814,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Machine Learning Manager",
+ "salary_in_usd": 117104,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 192037,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 17805,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 30523,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 55685,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 52533,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 17805,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 157000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 69133,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 68293,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 109000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 67597,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 10000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 20000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Head of Data",
+ "salary_in_usd": 102839,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Head of Data",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 51081,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 78000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 83864,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 40000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Head of Data",
+ "salary_in_usd": 31520,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 59888,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 54742,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 89306,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 83171,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 153000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Machine Learning Developer",
+ "salary_in_usd": 76814,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 33609,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Principal Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Product Data Analyst",
+ "salary_in_usd": 20000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 30469,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 69999,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 55475,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 61989,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 152500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Lead",
+ "salary_in_usd": 405000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 240000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 380000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120402,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 177000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65141,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 48000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Analytics Engineer",
+ "salary_in_usd": 20000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Principal Data Scientist",
+ "salary_in_usd": 220000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 77364,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 63711,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Computer Vision Software Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 144000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Principal Data Scientist",
+ "salary_in_usd": 155499,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 24000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 38400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Financial Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 82500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 49646,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 40570,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Lead Machine Learning Engineer",
+ "salary_in_usd": 84053,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 20000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2022,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 9466,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 10354,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 110037,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2022,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 21013,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Principal Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Developer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 82744,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 59303,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 62649,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 82528,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Architect",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Architect",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 55000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 250000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 130026,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 63831,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 68428,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 85000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Head of Data",
+ "salary_in_usd": 230000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 120000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 450000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 46759,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 74130,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Engineer",
+ "salary_in_usd": 127221,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 144000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 13400,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 75774,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 103000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 153000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 12000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "3D Computer Vision Researcher",
+ "salary_in_usd": 5409,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 270000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Applied Data Scientist",
+ "salary_in_usd": 54238,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 47282,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 153667,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 28476,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analytics Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 82528,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 250000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 59102,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 10000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 138000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analytics Engineer",
+ "salary_in_usd": 79197,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Lead Data Analyst",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 45760,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 53192,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Head of Data",
+ "salary_in_usd": 235000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 79833,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 76833,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 50180,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Marketing Data Analyst",
+ "salary_in_usd": 88654,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Lead Data Engineer",
+ "salary_in_usd": 103160,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 113476,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 94564,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 30428,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 115000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 187442,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 51519,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 106000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 112872,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 36259,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 15966,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Computer Vision Software Engineer",
+ "salary_in_usd": 95746,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Computer Vision Software Engineer",
+ "salary_in_usd": 70000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 76958,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Cloud Data Engineer",
+ "salary_in_usd": 89294,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 29751,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Lead Data Engineer",
+ "salary_in_usd": 276000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 188000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Cloud Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 174000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 93000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 28399,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 60757,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 70139,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 6072,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 33511,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Principal Data Analyst",
+ "salary_in_usd": 170000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 96282,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 12103,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 36643,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 72212,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 91000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Big Data Architect",
+ "salary_in_usd": 99703,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 80000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 103691,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 21637,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 42000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 115000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 63810,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 260000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Head of Data Science",
+ "salary_in_usd": 110000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Architect",
+ "salary_in_usd": 180000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 109024,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "ML Engineer",
+ "salary_in_usd": 256000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 79833,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 72500,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 69741,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 112000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 150000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 20171,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 55000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 58000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 77684,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 76833,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Staff Data Scientist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 72000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 65013,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 28016,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 111775,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 93150,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Lead Data Engineer",
+ "salary_in_usd": 160000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 25532,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 66265,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 16904,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 63831,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Lead Data Scientist",
+ "salary_in_usd": 190000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 141846,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 16228,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 71786,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 35735,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 135000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 24823,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 54094,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 24342,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 9272,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 147000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 96113,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 174000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 135000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 21844,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Lead Data Engineer",
+ "salary_in_usd": 125000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 51321,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 40481,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 69741,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analytics Engineer",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 39916,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Lead Data Analyst",
+ "salary_in_usd": 87000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 26005,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90734,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 22611,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 5679,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 81000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 40038,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 90000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 61467,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary_in_usd": 195000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 37825,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 85000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Principal Data Scientist",
+ "salary_in_usd": 416000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 225000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 56256,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 33808,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 116914,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 46597,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 8000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 41689,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 114047,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 88654,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Science Consultant",
+ "salary_in_usd": 5707,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Lead Data Engineer",
+ "salary_in_usd": 56000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 28609,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 88654,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Product Data Analyst",
+ "salary_in_usd": 6072,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 47899,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "BI Data Analyst",
+ "salary_in_usd": 98000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 66022,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 56738,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 24823,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 120000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 20000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 325000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 200000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 45896,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 160000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Research Scientist",
+ "salary_in_usd": 50000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Engineer",
+ "salary_in_usd": 40189,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 12901,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 165000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 5882,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 42197,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Principal Data Engineer",
+ "salary_in_usd": 185000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 62726,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 90734,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 21669,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 110000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analytics Manager",
+ "salary_in_usd": 140000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 120000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 87738,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Finance Data Analyst",
+ "salary_in_usd": 61896,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Scientist",
+ "salary_in_usd": 12000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 76833,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 74000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 152000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Big Data Engineer",
+ "salary_in_usd": 18000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 60000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 130000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Computer Vision Engineer",
+ "salary_in_usd": 18907,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 59102,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Principal Data Scientist",
+ "salary_in_usd": 173762,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Principal Data Scientist",
+ "salary_in_usd": 148261,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 38776,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 46809,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 18053,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 91237,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 62726,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 115000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Principal Data Scientist",
+ "salary_in_usd": 235000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Lead Data Analyst",
+ "salary_in_usd": 19609,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "AI Scientist",
+ "salary_in_usd": 12000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 75000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Analyst",
+ "salary_in_usd": 62000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 73000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 45391,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 190200,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 118000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 138350,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 130800,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Machine Learning Engineer",
+ "salary_in_usd": 45618,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Director of Data Science",
+ "salary_in_usd": 168000,
+ "remote_ratio": 0
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 119059,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Applied Machine Learning Scientist",
+ "salary_in_usd": 423000,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Engineer",
+ "salary_in_usd": 28369,
+ "remote_ratio": 50
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Specialist",
+ "salary_in_usd": 165000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 412000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Principal Data Scientist",
+ "salary_in_usd": 151000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Data Scientist",
+ "salary_in_usd": 105000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2020,
+ "job_title": "Business Data Analyst",
+ "salary_in_usd": 100000,
+ "remote_ratio": 100
+ },
+ {
+ "work_year": 2021,
+ "job_title": "Data Science Manager",
+ "salary_in_usd": 94665,
+ "remote_ratio": 50
+ }
+]
\ No newline at end of file
diff --git a/Homework2/suchao/VanillaJS-Template/data/average_remote_ratio.json b/Homework2/suchao/VanillaJS-Template/data/average_remote_ratio.json
new file mode 100644
index 0000000..da58e7d
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/data/average_remote_ratio.json
@@ -0,0 +1,328 @@
+{
+ "data":[
+ {
+ "job_title": "PDS",
+ "job_title_average_remote_ratio": 88
+ },
+ {
+ "job_title": "MLE",
+ "job_title_average_remote_ratio": 68
+ },
+ {
+ "job_title": "DS",
+ "job_title_average_remote_ratio": 48
+ },
+ {
+ "job_title": "AS",
+ "job_title_average_remote_ratio": 45
+ },
+ {
+ "job_title": "DA",
+ "job_title_average_remote_ratio": 46
+ },
+ {
+ "job_title": "DM",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "RE",
+ "job_title_average_remote_ratio": 19
+ },
+ {
+ "job_title": "AE",
+ "job_title_average_remote_ratio": 54
+ },
+ {
+ "job_title": "BIE",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "MLE",
+ "job_title_average_remote_ratio": 41
+ },
+ {
+ "job_title": "DSG",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "DE",
+ "job_title_average_remote_ratio": 42
+ },
+ {
+ "job_title": "CVE",
+ "job_title_average_remote_ratio": 36
+ },
+ {
+ "job_title": "DQA",
+ "job_title_average_remote_ratio": 14
+ },
+ {
+ "job_title": "CDA",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "DAr",
+ "job_title_average_remote_ratio": 68
+ },
+ {
+ "job_title": "AMLE",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "AID",
+ "job_title_average_remote_ratio": 32
+ },
+ {
+ "job_title": "RS",
+ "job_title_average_remote_ratio": 27
+ },
+ {
+ "job_title": "DAM",
+ "job_title_average_remote_ratio": 36
+ },
+ {
+ "job_title": "BDA",
+ "job_title_average_remote_ratio": 70
+ },
+ {
+ "job_title": "ADS",
+ "job_title_average_remote_ratio": 80
+ },
+ {
+ "job_title": "SDA",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "ETLE",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "DDE",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "HoD",
+ "job_title_average_remote_ratio": 55
+ },
+ {
+ "job_title": "DSM",
+ "job_title_average_remote_ratio": 47
+ },
+ {
+ "job_title": "DM",
+ "job_title_average_remote_ratio": 16
+ },
+ {
+ "job_title": "MLR",
+ "job_title_average_remote_ratio": 83
+ },
+ {
+ "job_title": "BDE",
+ "job_title_average_remote_ratio": 59
+ },
+ {
+ "job_title": "DSp",
+ "job_title_average_remote_ratio": 43
+ },
+ {
+ "job_title": "LDA",
+ "job_title_average_remote_ratio": 70
+ },
+ {
+ "job_title": "BIDE",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "DDS",
+ "job_title_average_remote_ratio": 36
+ },
+ {
+ "job_title": "MLS",
+ "job_title_average_remote_ratio": 44
+ },
+ {
+ "job_title": "MLOE",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "AIS",
+ "job_title_average_remote_ratio": 72
+ },
+ {
+ "job_title": "AVT",
+ "job_title_average_remote_ratio": 25
+ },
+ {
+ "job_title": "AMLES",
+ "job_title_average_remote_ratio": 79
+ },
+ {
+ "job_title": "LDS",
+ "job_title_average_remote_ratio": 61
+ },
+ {
+ "job_title": "CDE",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "FDA",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "DIE",
+ "job_title_average_remote_ratio": 67
+ },
+ {
+ "job_title": "SDE",
+ "job_title_average_remote_ratio": 75
+ },
+ {
+ "job_title": "AIP",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "DOE",
+ "job_title_average_remote_ratio": 80
+ },
+ {
+ "job_title": "BIDE",
+ "job_title_average_remote_ratio": 69
+ },
+ {
+ "job_title": "DSL",
+ "job_title_average_remote_ratio": 19
+ },
+ {
+ "job_title": "DLE",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "BIA",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "DSC",
+ "job_title_average_remote_ratio": 27
+ },
+ {
+ "job_title": "DAS",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "MLIE",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "BIDA",
+ "job_title_average_remote_ratio": 73
+ },
+ {
+ "job_title": "HoDS",
+ "job_title_average_remote_ratio": 28
+ },
+ {
+ "job_title": "IA",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "DLE",
+ "job_title_average_remote_ratio": 67
+ },
+ {
+ "job_title": "MLSE",
+ "job_title_average_remote_ratio": 55
+ },
+ {
+ "job_title": "BDA",
+ "job_title_average_remote_ratio": 75
+ },
+ {
+ "job_title": "PDA",
+ "job_title_average_remote_ratio": 80
+ },
+ {
+ "job_title": "CVSE",
+ "job_title_average_remote_ratio": 90
+ },
+ {
+ "job_title": "ADE",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "MDE",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "NLE",
+ "job_title_average_remote_ratio": 43
+ },
+ {
+ "job_title": "MDM",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "MLD",
+ "job_title_average_remote_ratio": 93
+ },
+ {
+ "job_title": "3DCVR",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "PMLSE",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "DAE",
+ "job_title_average_remote_ratio": 83
+ },
+ {
+ "job_title": "DAC",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "DMS",
+ "job_title_average_remote_ratio": 0
+ },
+ {
+ "job_title": "DSTL",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "DSL",
+ "job_title_average_remote_ratio": 75
+ },
+ {
+ "job_title": "CDE",
+ "job_title_average_remote_ratio": 83
+ },
+ {
+ "job_title": "DOA",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "MDA",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "PBID",
+ "job_title_average_remote_ratio": 50
+ },
+ {
+ "job_title": "PDS",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "MDM",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "SDS",
+ "job_title_average_remote_ratio": 100
+ },
+ {
+ "job_title": "FDA",
+ "job_title_average_remote_ratio": 50
+ }
+ ]
+}
diff --git a/Homework2/suchao/VanillaJS-Template/data/average_salary.json b/Homework2/suchao/VanillaJS-Template/data/average_salary.json
new file mode 100644
index 0000000..f736574
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/data/average_salary.json
@@ -0,0 +1,193 @@
+{
+ "data": [
+ {
+ "job_title": "DSTL",
+ "job_title_average_salary": 375000
+ },
+ {
+ "job_title": "DAL",
+ "job_title_average_salary": 212500
+ },
+ {
+ "job_title": "DL",
+ "job_title_average_salary": 212500
+ },
+ {
+ "job_title": "DAL",
+ "job_title_average_salary": 211255
+ },
+ {
+ "job_title": "PDS",
+ "job_title_average_salary": 198171
+ },
+ {
+ "job_title": "DSM",
+ "job_title_average_salary": 191279
+ },
+ {
+ "job_title": "AS",
+ "job_title_average_salary": 190264
+ },
+ {
+ "job_title": "PMLE",
+ "job_title_average_salary": 190000
+ },
+ {
+ "job_title": "PDE",
+ "job_title_average_salary": 192500
+ },
+ {
+ "job_title": "MLSE",
+ "job_title_average_salary": 192420
+ },
+ {
+ "job_title": "DDS",
+ "job_title_average_salary": 195141
+ },
+ {
+ "job_title": "HD",
+ "job_title_average_salary": 183858
+ },
+ {
+ "job_title": "BIE",
+ "job_title_average_salary": 175052
+ },
+ {
+ "job_title": "BIE",
+ "job_title_average_salary": 174150
+ },
+ {
+ "job_title": "DE",
+ "job_title_average_salary": 142786
+ },
+ {
+ "job_title": "RE",
+ "job_title_average_salary": 163108
+ },
+ {
+ "job_title": "MLS",
+ "job_title_average_salary": 163220
+ },
+ {
+ "job_title": "MLE",
+ "job_title_average_salary": 158352
+ },
+ {
+ "job_title": "DSL",
+ "job_title_average_salary": 156334
+ },
+ {
+ "job_title": "CDA",
+ "job_title_average_salary": 250000
+ },
+ {
+ "job_title": "CDE",
+ "job_title_average_salary": 155000
+ },
+ {
+ "job_title": "ADE",
+ "job_title_average_salary": 100000
+ },
+ {
+ "job_title": "DIE",
+ "job_title_average_salary": 175052
+ },
+ {
+ "job_title": "MLR",
+ "job_title_average_salary": 105873
+ },
+ {
+ "job_title": "DSE",
+ "job_title_average_salary": 93482
+ },
+ {
+ "job_title": "MLIE",
+ "job_title_average_salary": 143012
+ },
+ {
+ "job_title": "DSM",
+ "job_title_average_salary": 191279
+ },
+ {
+ "job_title": "RS",
+ "job_title_average_salary": 161214
+ },
+ {
+ "job_title": "DAM",
+ "job_title_average_salary": 141879
+ },
+ {
+ "job_title": "BDE",
+ "job_title_average_salary": 68672
+ },
+ {
+ "job_title": "DS",
+ "job_title_average_salary": 140870
+ },
+ {
+ "job_title": "DS",
+ "job_title_average_salary": 140870
+ },
+ {
+ "job_title": "PDA",
+ "job_title_average_salary": 122500
+ },
+ {
+ "job_title": "BDA",
+ "job_title_average_salary": 125803
+ },
+ {
+ "job_title": "DLR",
+ "job_title_average_salary": 123405
+ },
+ {
+ "job_title": "ADE",
+ "job_title_average_salary": 100000
+ },
+ {
+ "job_title": "LDE",
+ "job_title_average_salary": 139230
+ },
+ {
+ "job_title": "DLE",
+ "job_title_average_salary": 109241
+ },
+ {
+ "job_title": "SDS",
+ "job_title_average_salary": 105000
+ },
+ {
+ "job_title": "FDA",
+ "job_title_average_salary": 101667
+ },
+ {
+ "job_title": "LDS",
+ "job_title_average_salary": 112776
+ },
+ {
+ "job_title": "AIS",
+ "job_title_average_salary": 110121
+ },
+ {
+ "job_title": "AVT",
+ "job_title_average_salary": 26278
+ },
+ {
+ "job_title": "AMLS",
+ "job_title_average_salary": 109453
+ },
+ {
+ "job_title": "BDA",
+ "job_title_average_salary": 60440
+ },
+ {
+ "job_title": "HDS",
+ "job_title_average_salary": 160592
+ },
+ {
+ "job_title": "IA",
+ "job_title_average_salary": 46786
+ }
+ ]
+ }
+
\ No newline at end of file
diff --git a/Homework2/suchao/VanillaJS-Template/data/ds_salaries.json b/Homework2/suchao/VanillaJS-Template/data/ds_salaries.json
new file mode 100644
index 0000000..444c92b
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/data/ds_salaries.json
@@ -0,0 +1,48817 @@
+[
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 85847,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "ML Engineer",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "ML Engineer",
+ "salary": 25500,
+ "salary_currency": "USD",
+ "salary_in_usd": 25500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 219000,
+ "salary_currency": "USD",
+ "salary_in_usd": 219000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141000,
+ "salary_currency": "USD",
+ "salary_in_usd": 141000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 213660,
+ "salary_currency": "USD",
+ "salary_in_usd": 213660,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 130760,
+ "salary_currency": "USD",
+ "salary_in_usd": 130760,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Modeler",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Modeler",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 174000,
+ "salary_currency": "USD",
+ "salary_in_usd": 174000,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143200,
+ "salary_currency": "USD",
+ "salary_in_usd": 143200,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Intelligence Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Intelligence Engineer",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Strategist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Strategist",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 253200,
+ "salary_currency": "USD",
+ "salary_in_usd": 253200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 342810,
+ "salary_currency": "USD",
+ "salary_in_usd": 342810,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 184590,
+ "salary_currency": "USD",
+ "salary_in_usd": 184590,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105380,
+ "salary_currency": "USD",
+ "salary_in_usd": 105380,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 64500,
+ "salary_currency": "USD",
+ "salary_in_usd": 64500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Compliance Data Analyst",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 1650000,
+ "salary_currency": "INR",
+ "salary_in_usd": 20984,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 204620,
+ "salary_currency": "USD",
+ "salary_in_usd": 204620,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 110680,
+ "salary_currency": "USD",
+ "salary_in_usd": 110680,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 270703,
+ "salary_currency": "USD",
+ "salary_in_usd": 270703,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 221484,
+ "salary_currency": "USD",
+ "salary_in_usd": 221484,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 212750,
+ "salary_currency": "USD",
+ "salary_in_usd": 212750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 262000,
+ "salary_currency": "USD",
+ "salary_in_usd": 262000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 218500,
+ "salary_currency": "USD",
+ "salary_in_usd": 218500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 199098,
+ "salary_currency": "USD",
+ "salary_in_usd": 199098,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 203300,
+ "salary_currency": "USD",
+ "salary_in_usd": 203300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 123600,
+ "salary_currency": "USD",
+ "salary_in_usd": 123600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 189110,
+ "salary_currency": "USD",
+ "salary_in_usd": 189110,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 258750,
+ "salary_currency": "USD",
+ "salary_in_usd": 258750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 231500,
+ "salary_currency": "USD",
+ "salary_in_usd": 231500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 166000,
+ "salary_currency": "USD",
+ "salary_in_usd": 166000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172500,
+ "salary_currency": "USD",
+ "salary_in_usd": 172500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110500,
+ "salary_currency": "USD",
+ "salary_in_usd": 110500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 238000,
+ "salary_currency": "USD",
+ "salary_in_usd": 238000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 176000,
+ "salary_currency": "USD",
+ "salary_in_usd": 176000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 201450,
+ "salary_currency": "USD",
+ "salary_in_usd": 201450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 309400,
+ "salary_currency": "USD",
+ "salary_in_usd": 309400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 159100,
+ "salary_currency": "USD",
+ "salary_in_usd": 159100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 201450,
+ "salary_currency": "USD",
+ "salary_in_usd": 201450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 280000,
+ "salary_currency": "USD",
+ "salary_in_usd": 280000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 280100,
+ "salary_currency": "USD",
+ "salary_in_usd": 280100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 168100,
+ "salary_currency": "USD",
+ "salary_in_usd": 168100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 193500,
+ "salary_currency": "USD",
+ "salary_in_usd": 193500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 510000,
+ "salary_currency": "HKD",
+ "salary_in_usd": 65062,
+ "employee_residence": "HK",
+ "remote_ratio": 0,
+ "company_location": "HK",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69751,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 96578,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Intelligence Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Intelligence Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163196,
+ "salary_currency": "USD",
+ "salary_in_usd": 163196,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 145885,
+ "salary_currency": "USD",
+ "salary_in_usd": 145885,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 217000,
+ "salary_currency": "USD",
+ "salary_in_usd": 217000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 202800,
+ "salary_currency": "USD",
+ "salary_in_usd": 202800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 104300,
+ "salary_currency": "USD",
+ "salary_in_usd": 104300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132300,
+ "salary_currency": "USD",
+ "salary_in_usd": 132300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 179170,
+ "salary_currency": "USD",
+ "salary_in_usd": 179170,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 94300,
+ "salary_currency": "USD",
+ "salary_in_usd": 94300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 152500,
+ "salary_currency": "USD",
+ "salary_in_usd": 152500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 116450,
+ "salary_currency": "USD",
+ "salary_in_usd": 116450,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 247300,
+ "salary_currency": "USD",
+ "salary_in_usd": 247300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133800,
+ "salary_currency": "USD",
+ "salary_in_usd": 133800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 203000,
+ "salary_currency": "USD",
+ "salary_in_usd": 203000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 133000,
+ "salary_currency": "USD",
+ "salary_in_usd": 133000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 54000,
+ "salary_currency": "CHF",
+ "salary_in_usd": 56536,
+ "employee_residence": "CH",
+ "remote_ratio": 100,
+ "company_location": "CH",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 289800,
+ "salary_currency": "USD",
+ "salary_in_usd": 289800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 214000,
+ "salary_currency": "USD",
+ "salary_in_usd": 214000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 179820,
+ "salary_currency": "USD",
+ "salary_in_usd": 179820,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143860,
+ "salary_currency": "USD",
+ "salary_in_usd": 143860,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 283200,
+ "salary_currency": "USD",
+ "salary_in_usd": 283200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 188800,
+ "salary_currency": "USD",
+ "salary_in_usd": 188800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 289800,
+ "salary_currency": "USD",
+ "salary_in_usd": 289800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 214200,
+ "salary_currency": "USD",
+ "salary_in_usd": 214200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 161800,
+ "salary_currency": "USD",
+ "salary_in_usd": 161800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 141600,
+ "salary_currency": "USD",
+ "salary_in_usd": 141600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 342300,
+ "salary_currency": "USD",
+ "salary_in_usd": 342300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 176100,
+ "salary_currency": "USD",
+ "salary_in_usd": 176100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 138784,
+ "salary_currency": "USD",
+ "salary_in_usd": 138784,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 83270,
+ "salary_currency": "USD",
+ "salary_in_usd": 83270,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 138900,
+ "salary_currency": "USD",
+ "salary_in_usd": 138900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 318300,
+ "salary_currency": "USD",
+ "salary_in_usd": 318300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 212200,
+ "salary_currency": "USD",
+ "salary_in_usd": 212200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143200,
+ "salary_currency": "USD",
+ "salary_in_usd": 143200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 1700000,
+ "salary_currency": "INR",
+ "salary_in_usd": 20670,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 38000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 46178,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 42533,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 309400,
+ "salary_currency": "USD",
+ "salary_in_usd": 309400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 159100,
+ "salary_currency": "USD",
+ "salary_in_usd": 159100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54685,
+ "employee_residence": "CF",
+ "remote_ratio": 100,
+ "company_location": "CF",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 42533,
+ "employee_residence": "CF",
+ "remote_ratio": 100,
+ "company_location": "CF",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 241000,
+ "salary_currency": "USD",
+ "salary_in_usd": 241000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 66837,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54685,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Staff Data Analyst",
+ "salary": 15000,
+ "salary_currency": "USD",
+ "salary_in_usd": 15000,
+ "employee_residence": "NG",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ETL Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 85066,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ETL Engineer",
+ "salary": 47500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 57723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 228000,
+ "salary_currency": "USD",
+ "salary_in_usd": 228000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data DevOps Engineer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 53654,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 224000,
+ "salary_currency": "USD",
+ "salary_in_usd": 224000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 176000,
+ "salary_currency": "USD",
+ "salary_in_usd": 176000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 1400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17022,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 100000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 68318,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "FI",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 100000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 75020,
+ "employee_residence": "FI",
+ "remote_ratio": 0,
+ "company_location": "FI",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 329500,
+ "salary_currency": "USD",
+ "salary_in_usd": 329500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 269600,
+ "salary_currency": "USD",
+ "salary_in_usd": 269600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122900,
+ "salary_currency": "USD",
+ "salary_in_usd": 122900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 191765,
+ "salary_currency": "USD",
+ "salary_in_usd": 191765,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 134236,
+ "salary_currency": "USD",
+ "salary_in_usd": 134236,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 84000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 88256,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105500,
+ "salary_currency": "USD",
+ "salary_in_usd": 105500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 293000,
+ "salary_currency": "USD",
+ "salary_in_usd": 293000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 148500,
+ "salary_currency": "USD",
+ "salary_in_usd": 148500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240500,
+ "salary_currency": "USD",
+ "salary_in_usd": 240500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 123700,
+ "salary_currency": "USD",
+ "salary_in_usd": 123700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 152900,
+ "salary_currency": "USD",
+ "salary_in_usd": 152900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 117100,
+ "salary_currency": "USD",
+ "salary_in_usd": 117100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 173000,
+ "salary_currency": "USD",
+ "salary_in_usd": 173000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 149500,
+ "salary_currency": "USD",
+ "salary_in_usd": 149500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127075,
+ "salary_currency": "USD",
+ "salary_in_usd": 127075,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 219535,
+ "salary_currency": "USD",
+ "salary_in_usd": 219535,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146115,
+ "salary_currency": "USD",
+ "salary_in_usd": 146115,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 199000,
+ "salary_currency": "USD",
+ "salary_in_usd": 199000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 162000,
+ "salary_currency": "USD",
+ "salary_in_usd": 162000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 221000,
+ "salary_currency": "USD",
+ "salary_in_usd": 221000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 187000,
+ "salary_currency": "USD",
+ "salary_in_usd": 187000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 179000,
+ "salary_currency": "USD",
+ "salary_in_usd": 179000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 142000,
+ "salary_currency": "USD",
+ "salary_in_usd": 142000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 198800,
+ "salary_currency": "USD",
+ "salary_in_usd": 198800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 86000,
+ "salary_currency": "USD",
+ "salary_in_usd": 86000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 40663,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FL",
+ "job_title": "Machine Learning Researcher",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "UA",
+ "remote_ratio": 50,
+ "company_location": "UA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 280700,
+ "salary_currency": "USD",
+ "salary_in_usd": 280700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150450,
+ "salary_currency": "USD",
+ "salary_in_usd": 150450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 51753,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 250500,
+ "salary_currency": "USD",
+ "salary_in_usd": 250500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 159500,
+ "salary_currency": "USD",
+ "salary_in_usd": 159500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130001,
+ "salary_currency": "USD",
+ "salary_in_usd": 130001,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 71907,
+ "salary_currency": "USD",
+ "salary_in_usd": 71907,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 93918,
+ "salary_currency": "USD",
+ "salary_in_usd": 93918,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 51962,
+ "salary_currency": "USD",
+ "salary_in_usd": 51962,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 257000,
+ "salary_currency": "USD",
+ "salary_in_usd": 257000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 147000,
+ "salary_currency": "USD",
+ "salary_in_usd": 147000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 222000,
+ "salary_currency": "USD",
+ "salary_in_usd": 222000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 203000,
+ "salary_currency": "USD",
+ "salary_in_usd": 203000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 133200,
+ "salary_currency": "USD",
+ "salary_in_usd": 133200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 213660,
+ "salary_currency": "USD",
+ "salary_in_usd": 213660,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 130760,
+ "salary_currency": "USD",
+ "salary_in_usd": 130760,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 221000,
+ "salary_currency": "USD",
+ "salary_in_usd": 221000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 147000,
+ "salary_currency": "USD",
+ "salary_in_usd": 147000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 238000,
+ "salary_currency": "USD",
+ "salary_in_usd": 238000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156000,
+ "salary_currency": "USD",
+ "salary_in_usd": 156000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 304000,
+ "salary_currency": "USD",
+ "salary_in_usd": 304000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 199000,
+ "salary_currency": "USD",
+ "salary_in_usd": 199000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 161200,
+ "salary_currency": "GBP",
+ "salary_in_usd": 195895,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 84570,
+ "salary_currency": "GBP",
+ "salary_in_usd": 102772,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 183600,
+ "salary_currency": "USD",
+ "salary_in_usd": 183600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 289076,
+ "salary_currency": "USD",
+ "salary_in_usd": 289076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 202353,
+ "salary_currency": "USD",
+ "salary_in_usd": 202353,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 157750,
+ "salary_currency": "USD",
+ "salary_in_usd": 157750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104650,
+ "salary_currency": "USD",
+ "salary_in_usd": 104650,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 68000,
+ "salary_currency": "USD",
+ "salary_in_usd": 68000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 179820,
+ "salary_currency": "USD",
+ "salary_in_usd": 179820,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143860,
+ "salary_currency": "USD",
+ "salary_in_usd": 143860,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105500,
+ "salary_currency": "USD",
+ "salary_in_usd": 105500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 241000,
+ "salary_currency": "USD",
+ "salary_in_usd": 241000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 181000,
+ "salary_currency": "USD",
+ "salary_in_usd": 181000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191765,
+ "salary_currency": "USD",
+ "salary_in_usd": 191765,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134236,
+ "salary_currency": "USD",
+ "salary_in_usd": 134236,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 64200,
+ "salary_currency": "USD",
+ "salary_in_usd": 64200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 56100,
+ "salary_currency": "USD",
+ "salary_in_usd": 56100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 208450,
+ "salary_currency": "USD",
+ "salary_in_usd": 208450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170550,
+ "salary_currency": "USD",
+ "salary_in_usd": 170550,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 171250,
+ "salary_currency": "USD",
+ "salary_in_usd": 171250,
+ "employee_residence": "IE",
+ "remote_ratio": 0,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 113750,
+ "salary_currency": "USD",
+ "salary_in_usd": 113750,
+ "employee_residence": "IE",
+ "remote_ratio": 0,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100500,
+ "salary_currency": "USD",
+ "salary_in_usd": 100500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 182500,
+ "salary_currency": "USD",
+ "salary_in_usd": 182500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121500,
+ "salary_currency": "USD",
+ "salary_in_usd": 121500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 203100,
+ "salary_currency": "USD",
+ "salary_in_usd": 203100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 114500,
+ "salary_currency": "USD",
+ "salary_in_usd": 114500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54685,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 92700,
+ "salary_currency": "USD",
+ "salary_in_usd": 92700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 61800,
+ "salary_currency": "USD",
+ "salary_in_usd": 61800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 258000,
+ "salary_currency": "USD",
+ "salary_in_usd": 258000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 57000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59888,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 286000,
+ "salary_currency": "USD",
+ "salary_in_usd": 286000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 207000,
+ "salary_currency": "USD",
+ "salary_in_usd": 207000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 223250,
+ "salary_currency": "USD",
+ "salary_in_usd": 223250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178600,
+ "salary_currency": "USD",
+ "salary_in_usd": 178600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 353200,
+ "salary_currency": "USD",
+ "salary_in_usd": 353200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 249300,
+ "salary_currency": "USD",
+ "salary_in_usd": 249300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 297300,
+ "salary_currency": "USD",
+ "salary_in_usd": 297300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 151800,
+ "salary_currency": "USD",
+ "salary_in_usd": 151800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 317070,
+ "salary_currency": "USD",
+ "salary_in_usd": 317070,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170730,
+ "salary_currency": "USD",
+ "salary_in_usd": 170730,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 20000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 21461,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "UA",
+ "remote_ratio": 0,
+ "company_location": "UA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "UA",
+ "remote_ratio": 0,
+ "company_location": "UA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "MLOps Engineer",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "MLOps Engineer",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 171250,
+ "salary_currency": "USD",
+ "salary_in_usd": 171250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 113750,
+ "salary_currency": "USD",
+ "salary_in_usd": 113750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132300,
+ "salary_currency": "USD",
+ "salary_in_usd": 132300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 124500,
+ "salary_currency": "USD",
+ "salary_in_usd": 124500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 148700,
+ "salary_currency": "USD",
+ "salary_in_usd": 148700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125600,
+ "salary_currency": "USD",
+ "salary_in_usd": 125600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120250,
+ "salary_currency": "USD",
+ "salary_in_usd": 120250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 1500000,
+ "salary_currency": "ILS",
+ "salary_in_usd": 423834,
+ "employee_residence": "IL",
+ "remote_ratio": 0,
+ "company_location": "IL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 143865,
+ "salary_currency": "USD",
+ "salary_in_usd": 143865,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115092,
+ "salary_currency": "USD",
+ "salary_in_usd": 115092,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 173000,
+ "salary_currency": "USD",
+ "salary_in_usd": 173000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 132000,
+ "salary_currency": "USD",
+ "salary_in_usd": 132000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 208049,
+ "salary_currency": "USD",
+ "salary_in_usd": 208049,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128500,
+ "salary_currency": "USD",
+ "salary_in_usd": 128500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 179820,
+ "salary_currency": "USD",
+ "salary_in_usd": 179820,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 143860,
+ "salary_currency": "USD",
+ "salary_in_usd": 143860,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 149600,
+ "salary_currency": "USD",
+ "salary_in_usd": 149600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102000,
+ "salary_currency": "USD",
+ "salary_in_usd": 102000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 96578,
+ "employee_residence": "IE",
+ "remote_ratio": 0,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 75000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 80481,
+ "employee_residence": "IE",
+ "remote_ratio": 0,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 151000,
+ "salary_currency": "USD",
+ "salary_in_usd": 151000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105500,
+ "salary_currency": "USD",
+ "salary_in_usd": 105500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Autonomous Vehicle Technician",
+ "salary": 7000,
+ "salary_currency": "USD",
+ "salary_in_usd": 7000,
+ "employee_residence": "GH",
+ "remote_ratio": 0,
+ "company_location": "GH",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42923,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 143000,
+ "salary_currency": "USD",
+ "salary_in_usd": 143000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 78990,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 42000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51039,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 85066,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 42000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51039,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109371,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 111000,
+ "salary_currency": "USD",
+ "salary_in_usd": 111000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 265000,
+ "salary_currency": "USD",
+ "salary_in_usd": 265000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 112000,
+ "salary_currency": "CHF",
+ "salary_in_usd": 121093,
+ "employee_residence": "CH",
+ "remote_ratio": 50,
+ "company_location": "CH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60400,
+ "salary_currency": "USD",
+ "salary_in_usd": 60400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 92700,
+ "salary_currency": "USD",
+ "salary_in_usd": 92700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 61800,
+ "salary_currency": "USD",
+ "salary_in_usd": 61800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 164000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 172309,
+ "employee_residence": "IE",
+ "remote_ratio": 100,
+ "company_location": "IE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 56000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60093,
+ "employee_residence": "AT",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 83500,
+ "salary_currency": "USD",
+ "salary_in_usd": 83500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 201036,
+ "salary_currency": "USD",
+ "salary_in_usd": 201036,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134024,
+ "salary_currency": "USD",
+ "salary_in_usd": 134024,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 62000,
+ "salary_currency": "USD",
+ "salary_in_usd": 62000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 58000,
+ "salary_currency": "USD",
+ "salary_in_usd": 58000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172000,
+ "salary_currency": "USD",
+ "salary_in_usd": 172000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 258000,
+ "salary_currency": "USD",
+ "salary_in_usd": 258000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205600,
+ "salary_currency": "USD",
+ "salary_in_usd": 205600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105700,
+ "salary_currency": "USD",
+ "salary_in_usd": 105700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 239748,
+ "salary_currency": "USD",
+ "salary_in_usd": 239748,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159832,
+ "salary_currency": "USD",
+ "salary_in_usd": 159832,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186300,
+ "salary_currency": "USD",
+ "salary_in_usd": 186300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 102500,
+ "salary_currency": "USD",
+ "salary_in_usd": 102500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132300,
+ "salary_currency": "USD",
+ "salary_in_usd": 132300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 149040,
+ "salary_currency": "USD",
+ "salary_in_usd": 149040,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113900,
+ "salary_currency": "USD",
+ "salary_in_usd": 113900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 172600,
+ "salary_currency": "USD",
+ "salary_in_usd": 172600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 107900,
+ "salary_currency": "USD",
+ "salary_in_usd": 107900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 376080,
+ "salary_currency": "USD",
+ "salary_in_usd": 376080,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 213120,
+ "salary_currency": "USD",
+ "salary_in_usd": 213120,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100500,
+ "salary_currency": "USD",
+ "salary_in_usd": 100500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206500,
+ "salary_currency": "USD",
+ "salary_in_usd": 206500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121600,
+ "salary_currency": "USD",
+ "salary_in_usd": 121600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 194500,
+ "salary_currency": "USD",
+ "salary_in_usd": 194500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115500,
+ "salary_currency": "USD",
+ "salary_in_usd": 115500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 138000,
+ "salary_currency": "USD",
+ "salary_in_usd": 138000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 92000,
+ "salary_currency": "USD",
+ "salary_in_usd": 92000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "CO",
+ "remote_ratio": 0,
+ "company_location": "CO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "CO",
+ "remote_ratio": 0,
+ "company_location": "CO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 87000,
+ "salary_currency": "USD",
+ "salary_in_usd": 87000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115100,
+ "salary_currency": "USD",
+ "salary_in_usd": 115100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 73900,
+ "salary_currency": "USD",
+ "salary_in_usd": 73900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 222200,
+ "salary_currency": "USD",
+ "salary_in_usd": 222200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 85066,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 47500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 57723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120250,
+ "salary_currency": "USD",
+ "salary_in_usd": 120250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Financial Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 297300,
+ "salary_currency": "USD",
+ "salary_in_usd": 297300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 141288,
+ "salary_currency": "USD",
+ "salary_in_usd": 141288,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 94192,
+ "salary_currency": "USD",
+ "salary_in_usd": 94192,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 143000,
+ "salary_currency": "USD",
+ "salary_in_usd": 143000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 147000,
+ "salary_currency": "USD",
+ "salary_in_usd": 147000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 149040,
+ "salary_currency": "USD",
+ "salary_in_usd": 149040,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113900,
+ "salary_currency": "USD",
+ "salary_in_usd": 113900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Software Data Engineer",
+ "salary": 100000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 75020,
+ "employee_residence": "SG",
+ "remote_ratio": 100,
+ "company_location": "SG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17022,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Programmer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "SE",
+ "remote_ratio": 50,
+ "company_location": "SE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 1500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 18238,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210914,
+ "salary_currency": "USD",
+ "salary_in_usd": 210914,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116704,
+ "salary_currency": "USD",
+ "salary_in_usd": 116704,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 185700,
+ "salary_currency": "USD",
+ "salary_in_usd": 185700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 193000,
+ "salary_currency": "USD",
+ "salary_in_usd": 193000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 136850,
+ "salary_currency": "USD",
+ "salary_in_usd": 136850,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 276000,
+ "salary_currency": "USD",
+ "salary_in_usd": 276000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178500,
+ "salary_currency": "USD",
+ "salary_in_usd": 178500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59020,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 75116,
+ "employee_residence": "SI",
+ "remote_ratio": 100,
+ "company_location": "SI",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "SI",
+ "remote_ratio": 100,
+ "company_location": "SI",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 161000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 195652,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 83300,
+ "salary_currency": "GBP",
+ "salary_in_usd": 101228,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 112700,
+ "salary_currency": "GBP",
+ "salary_in_usd": 136956,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 83300,
+ "salary_currency": "GBP",
+ "salary_in_usd": 101228,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 239748,
+ "salary_currency": "USD",
+ "salary_in_usd": 239748,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159832,
+ "salary_currency": "USD",
+ "salary_in_usd": 159832,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 128750,
+ "salary_currency": "USD",
+ "salary_in_usd": 128750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 106250,
+ "salary_currency": "USD",
+ "salary_in_usd": 106250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 188500,
+ "salary_currency": "USD",
+ "salary_in_usd": 188500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 117000,
+ "salary_currency": "USD",
+ "salary_in_usd": 117000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 138000,
+ "salary_currency": "USD",
+ "salary_in_usd": 138000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Researcher",
+ "salary": 115000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 123405,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 104500,
+ "salary_currency": "USD",
+ "salary_in_usd": 104500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210550,
+ "salary_currency": "USD",
+ "salary_in_usd": 210550,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153300,
+ "salary_currency": "USD",
+ "salary_in_usd": 153300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 161500,
+ "salary_currency": "USD",
+ "salary_in_usd": 161500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 119500,
+ "salary_currency": "USD",
+ "salary_in_usd": 119500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148750,
+ "salary_currency": "USD",
+ "salary_in_usd": 148750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Specialist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Specialist",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 146300,
+ "salary_currency": "USD",
+ "salary_in_usd": 146300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 200000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 214618,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153400,
+ "salary_currency": "USD",
+ "salary_in_usd": 153400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 122700,
+ "salary_currency": "USD",
+ "salary_in_usd": 122700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186300,
+ "salary_currency": "USD",
+ "salary_in_usd": 186300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123900,
+ "salary_currency": "USD",
+ "salary_in_usd": 123900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 340000,
+ "salary_currency": "USD",
+ "salary_in_usd": 340000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153400,
+ "salary_currency": "USD",
+ "salary_in_usd": 153400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 122700,
+ "salary_currency": "USD",
+ "salary_in_usd": 122700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 64385,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121700,
+ "salary_currency": "USD",
+ "salary_in_usd": 121700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FL",
+ "job_title": "Software Data Engineer",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "NG",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "UZ",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 149076,
+ "salary_currency": "USD",
+ "salary_in_usd": 149076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82365,
+ "salary_currency": "USD",
+ "salary_in_usd": 82365,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 149600,
+ "salary_currency": "USD",
+ "salary_in_usd": 149600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102000,
+ "salary_currency": "USD",
+ "salary_in_usd": 102000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 97218,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 48609,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85500,
+ "salary_currency": "USD",
+ "salary_in_usd": 85500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121700,
+ "salary_currency": "USD",
+ "salary_in_usd": 121700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 97750,
+ "salary_currency": "USD",
+ "salary_in_usd": 97750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 116990,
+ "salary_currency": "USD",
+ "salary_in_usd": 116990,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82920,
+ "salary_currency": "USD",
+ "salary_in_usd": 82920,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 205920,
+ "salary_currency": "USD",
+ "salary_in_usd": 205920,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 171600,
+ "salary_currency": "USD",
+ "salary_in_usd": 171600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 121500,
+ "salary_currency": "USD",
+ "salary_in_usd": 121500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 78990,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 36050,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43809,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 127599,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 103294,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85500,
+ "salary_currency": "USD",
+ "salary_in_usd": 85500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 48289,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 34320,
+ "salary_currency": "USD",
+ "salary_in_usd": 34320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 48000,
+ "salary_currency": "BRL",
+ "salary_in_usd": 9289,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 75116,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "UZ",
+ "remote_ratio": 0,
+ "company_location": "RU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93800,
+ "salary_currency": "USD",
+ "salary_in_usd": 93800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 67000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 71897,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 64385,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 1300000,
+ "salary_currency": "INR",
+ "salary_in_usd": 15806,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121700,
+ "salary_currency": "USD",
+ "salary_in_usd": 121700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 1000000,
+ "salary_currency": "THB",
+ "salary_in_usd": 29453,
+ "employee_residence": "TH",
+ "remote_ratio": 50,
+ "company_location": "TH",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153400,
+ "salary_currency": "USD",
+ "salary_in_usd": 153400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 122700,
+ "salary_currency": "USD",
+ "salary_in_usd": 122700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 152380,
+ "salary_currency": "USD",
+ "salary_in_usd": 152380,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 121904,
+ "salary_currency": "USD",
+ "salary_in_usd": 121904,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 128280,
+ "salary_currency": "USD",
+ "salary_in_usd": 128280,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 106900,
+ "salary_currency": "USD",
+ "salary_in_usd": 106900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 100000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 107309,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 85847,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 174000,
+ "salary_currency": "USD",
+ "salary_in_usd": 174000,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170500,
+ "salary_currency": "USD",
+ "salary_in_usd": 170500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 60027,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72946,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 44737,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54365,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 131899,
+ "salary_currency": "GBP",
+ "salary_in_usd": 160288,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 104891,
+ "salary_currency": "GBP",
+ "salary_in_usd": 127467,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 124740,
+ "salary_currency": "USD",
+ "salary_in_usd": 124740,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65488,
+ "salary_currency": "USD",
+ "salary_in_usd": 65488,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 72200,
+ "salary_currency": "USD",
+ "salary_in_usd": 72200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Quality Analyst",
+ "salary": 64980,
+ "salary_currency": "USD",
+ "salary_in_usd": 64980,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 179975,
+ "salary_currency": "USD",
+ "salary_in_usd": 179975,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 86466,
+ "salary_currency": "USD",
+ "salary_in_usd": 86466,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Insight Analyst",
+ "salary": 42000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51039,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Insight Analyst",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 42533,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 149076,
+ "salary_currency": "USD",
+ "salary_in_usd": 149076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82365,
+ "salary_currency": "USD",
+ "salary_in_usd": 82365,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 205920,
+ "salary_currency": "USD",
+ "salary_in_usd": 205920,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 171600,
+ "salary_currency": "USD",
+ "salary_in_usd": 171600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 265000,
+ "salary_currency": "USD",
+ "salary_in_usd": 265000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85500,
+ "salary_currency": "USD",
+ "salary_in_usd": 85500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167580,
+ "salary_currency": "USD",
+ "salary_in_usd": 167580,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 87980,
+ "salary_currency": "USD",
+ "salary_in_usd": 87980,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 202000,
+ "salary_currency": "USD",
+ "salary_in_usd": 202000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 148000,
+ "salary_currency": "USD",
+ "salary_in_usd": 148000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 269000,
+ "salary_currency": "USD",
+ "salary_in_usd": 269000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 158000,
+ "salary_currency": "USD",
+ "salary_in_usd": 158000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 197000,
+ "salary_currency": "USD",
+ "salary_in_usd": 197000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 290000,
+ "salary_currency": "USD",
+ "salary_in_usd": 290000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 172800,
+ "salary_currency": "USD",
+ "salary_in_usd": 172800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 300240,
+ "salary_currency": "USD",
+ "salary_in_usd": 300240,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200160,
+ "salary_currency": "USD",
+ "salary_in_usd": 200160,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 300240,
+ "salary_currency": "USD",
+ "salary_in_usd": 300240,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200160,
+ "salary_currency": "USD",
+ "salary_in_usd": 200160,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 370000,
+ "salary_currency": "USD",
+ "salary_in_usd": 370000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 115447,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 137500,
+ "salary_currency": "USD",
+ "salary_in_usd": 137500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 323300,
+ "salary_currency": "USD",
+ "salary_in_usd": 323300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 184700,
+ "salary_currency": "USD",
+ "salary_in_usd": 184700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "GH",
+ "remote_ratio": 0,
+ "company_location": "GH",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153088,
+ "salary_currency": "USD",
+ "salary_in_usd": 153088,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Infrastructure Engineer",
+ "salary": 183310,
+ "salary_currency": "USD",
+ "salary_in_usd": 183310,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 66000,
+ "salary_currency": "USD",
+ "salary_in_usd": 66000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 148500,
+ "salary_currency": "USD",
+ "salary_in_usd": 148500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126277,
+ "salary_currency": "USD",
+ "salary_in_usd": 126277,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 228000,
+ "salary_currency": "USD",
+ "salary_in_usd": 228000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 126500,
+ "salary_currency": "USD",
+ "salary_in_usd": 126500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 272000,
+ "salary_currency": "USD",
+ "salary_in_usd": 272000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 259000,
+ "salary_currency": "USD",
+ "salary_in_usd": 259000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 142000,
+ "salary_currency": "USD",
+ "salary_in_usd": 142000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 259000,
+ "salary_currency": "USD",
+ "salary_in_usd": 259000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109371,
+ "employee_residence": "HR",
+ "remote_ratio": 0,
+ "company_location": "HR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "HR",
+ "remote_ratio": 0,
+ "company_location": "HR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 78000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 17779,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 101400,
+ "salary_currency": "BRL",
+ "salary_in_usd": 19522,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 100000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 107309,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 75116,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 139500,
+ "salary_currency": "USD",
+ "salary_in_usd": 139500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 109400,
+ "salary_currency": "USD",
+ "salary_in_usd": 109400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 288000,
+ "salary_currency": "USD",
+ "salary_in_usd": 288000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 288000,
+ "salary_currency": "USD",
+ "salary_in_usd": 288000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 60761,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 215050,
+ "salary_currency": "USD",
+ "salary_in_usd": 215050,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 198000,
+ "salary_currency": "USD",
+ "salary_in_usd": 198000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 114000,
+ "salary_currency": "USD",
+ "salary_in_usd": 114000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 209300,
+ "salary_currency": "USD",
+ "salary_in_usd": 209300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 182200,
+ "salary_currency": "USD",
+ "salary_in_usd": 182200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 48609,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 147100,
+ "salary_currency": "USD",
+ "salary_in_usd": 147100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 227000,
+ "salary_currency": "USD",
+ "salary_in_usd": 227000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 55800,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51508,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "KW",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Architect",
+ "salary": 124999,
+ "salary_currency": "GBP",
+ "salary_in_usd": 151902,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 800000,
+ "salary_currency": "INR",
+ "salary_in_usd": 9727,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167580,
+ "salary_currency": "USD",
+ "salary_in_usd": 167580,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 87980,
+ "salary_currency": "USD",
+ "salary_in_usd": 87980,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 253750,
+ "salary_currency": "USD",
+ "salary_in_usd": 253750,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 169200,
+ "salary_currency": "USD",
+ "salary_in_usd": 169200,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 253750,
+ "salary_currency": "USD",
+ "salary_in_usd": 253750,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 169200,
+ "salary_currency": "USD",
+ "salary_in_usd": 169200,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 124740,
+ "salary_currency": "USD",
+ "salary_in_usd": 124740,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65488,
+ "salary_currency": "USD",
+ "salary_in_usd": 65488,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 213580,
+ "salary_currency": "USD",
+ "salary_in_usd": 213580,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163625,
+ "salary_currency": "USD",
+ "salary_in_usd": 163625,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "VN",
+ "remote_ratio": 0,
+ "company_location": "VN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 375000,
+ "salary_currency": "USD",
+ "salary_in_usd": 375000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 101943,
+ "employee_residence": "IE",
+ "remote_ratio": 100,
+ "company_location": "IE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 1350000,
+ "salary_currency": "INR",
+ "salary_in_usd": 16414,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 284310,
+ "salary_currency": "USD",
+ "salary_in_usd": 284310,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 153090,
+ "salary_currency": "USD",
+ "salary_in_usd": 153090,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109371,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 85066,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 225900,
+ "salary_currency": "USD",
+ "salary_in_usd": 225900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 318300,
+ "salary_currency": "USD",
+ "salary_in_usd": 318300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 188800,
+ "salary_currency": "USD",
+ "salary_in_usd": 188800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 385000,
+ "salary_currency": "USD",
+ "salary_in_usd": 385000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93919,
+ "salary_currency": "USD",
+ "salary_in_usd": 93919,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 51962,
+ "salary_currency": "USD",
+ "salary_in_usd": 51962,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 241871,
+ "salary_currency": "USD",
+ "salary_in_usd": 241871,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133832,
+ "salary_currency": "USD",
+ "salary_in_usd": 133832,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210914,
+ "salary_currency": "USD",
+ "salary_in_usd": 210914,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116704,
+ "salary_currency": "USD",
+ "salary_in_usd": 116704,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 192500,
+ "salary_currency": "USD",
+ "salary_in_usd": 192500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 149076,
+ "salary_currency": "USD",
+ "salary_in_usd": 149076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82365,
+ "salary_currency": "USD",
+ "salary_in_usd": 82365,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 36000,
+ "salary_currency": "USD",
+ "salary_in_usd": 36000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148750,
+ "salary_currency": "USD",
+ "salary_in_usd": 148750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 370000,
+ "salary_currency": "USD",
+ "salary_in_usd": 370000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 121523,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 97218,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 216100,
+ "salary_currency": "USD",
+ "salary_in_usd": 216100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140800,
+ "salary_currency": "USD",
+ "salary_in_usd": 140800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 145828,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 121523,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 53654,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 66837,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 52000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 63192,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 60761,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 54685,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 284000,
+ "salary_currency": "USD",
+ "salary_in_usd": 284000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 236000,
+ "salary_currency": "USD",
+ "salary_in_usd": 236000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 248100,
+ "salary_currency": "USD",
+ "salary_in_usd": 248100,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 145900,
+ "salary_currency": "USD",
+ "salary_in_usd": 145900,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 155850,
+ "salary_currency": "USD",
+ "salary_in_usd": 155850,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 102544,
+ "salary_currency": "USD",
+ "salary_in_usd": 102544,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 151410,
+ "salary_currency": "USD",
+ "salary_in_usd": 151410,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115360,
+ "salary_currency": "USD",
+ "salary_in_usd": 115360,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 62000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 66531,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59020,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 170000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 125686,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Azure Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "NL",
+ "remote_ratio": 50,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1050000,
+ "salary_currency": "INR",
+ "salary_in_usd": 12767,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120250,
+ "salary_currency": "USD",
+ "salary_in_usd": 120250,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 25000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 26827,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 163800,
+ "salary_currency": "USD",
+ "salary_in_usd": 163800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 138900,
+ "salary_currency": "USD",
+ "salary_in_usd": 138900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162500,
+ "salary_currency": "USD",
+ "salary_in_usd": 162500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 107000,
+ "salary_currency": "USD",
+ "salary_in_usd": 107000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 23000,
+ "salary_currency": "USD",
+ "salary_in_usd": 23000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 265000,
+ "salary_currency": "USD",
+ "salary_in_usd": 265000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 182750,
+ "salary_currency": "USD",
+ "salary_in_usd": 182750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 137500,
+ "salary_currency": "USD",
+ "salary_in_usd": 137500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 314100,
+ "salary_currency": "USD",
+ "salary_in_usd": 314100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 195800,
+ "salary_currency": "USD",
+ "salary_in_usd": 195800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 199000,
+ "salary_currency": "USD",
+ "salary_in_usd": 199000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "SE",
+ "remote_ratio": 100,
+ "company_location": "SE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 180180,
+ "salary_currency": "USD",
+ "salary_in_usd": 180180,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106020,
+ "salary_currency": "USD",
+ "salary_in_usd": 106020,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 350000,
+ "salary_currency": "USD",
+ "salary_in_usd": 350000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 262500,
+ "salary_currency": "USD",
+ "salary_in_usd": 262500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 276000,
+ "salary_currency": "USD",
+ "salary_in_usd": 276000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 228000,
+ "salary_currency": "USD",
+ "salary_in_usd": 228000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 209450,
+ "salary_currency": "USD",
+ "salary_in_usd": 209450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 158677,
+ "salary_currency": "USD",
+ "salary_in_usd": 158677,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 103200,
+ "salary_currency": "USD",
+ "salary_in_usd": 103200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 61200,
+ "salary_currency": "USD",
+ "salary_in_usd": 61200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Marketing Data Engineer",
+ "salary": 90000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 66970,
+ "employee_residence": "SG",
+ "remote_ratio": 50,
+ "company_location": "SG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 59000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63312,
+ "employee_residence": "CY",
+ "remote_ratio": 50,
+ "company_location": "EE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 87000,
+ "salary_currency": "USD",
+ "salary_in_usd": 87000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 107250,
+ "salary_currency": "USD",
+ "salary_in_usd": 107250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 285800,
+ "salary_currency": "USD",
+ "salary_in_usd": 285800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 5000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 60795,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240500,
+ "salary_currency": "USD",
+ "salary_in_usd": 240500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 123700,
+ "salary_currency": "USD",
+ "salary_in_usd": 123700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 124234,
+ "salary_currency": "USD",
+ "salary_in_usd": 124234,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 74540,
+ "salary_currency": "USD",
+ "salary_in_usd": 74540,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 79000,
+ "salary_currency": "USD",
+ "salary_in_usd": 79000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "AM",
+ "remote_ratio": 0,
+ "company_location": "AM",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 275300,
+ "salary_currency": "USD",
+ "salary_in_usd": 275300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183500,
+ "salary_currency": "USD",
+ "salary_in_usd": 183500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125600,
+ "salary_currency": "USD",
+ "salary_in_usd": 125600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 141290,
+ "salary_currency": "USD",
+ "salary_in_usd": 141290,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 74178,
+ "salary_currency": "USD",
+ "salary_in_usd": 74178,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205600,
+ "salary_currency": "USD",
+ "salary_in_usd": 205600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 107500,
+ "salary_currency": "USD",
+ "salary_in_usd": 107500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1060000,
+ "salary_currency": "INR",
+ "salary_in_usd": 12888,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 84000,
+ "salary_currency": "USD",
+ "salary_in_usd": 84000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "BA",
+ "remote_ratio": 50,
+ "company_location": "BA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "KE",
+ "remote_ratio": 100,
+ "company_location": "KE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 12000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 12877,
+ "employee_residence": "GR",
+ "remote_ratio": 50,
+ "company_location": "GR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Developer",
+ "salary": 6000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 6304,
+ "employee_residence": "MK",
+ "remote_ratio": 0,
+ "company_location": "MK",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Lead",
+ "salary": 1440000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17509,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "SG",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 257000,
+ "salary_currency": "USD",
+ "salary_in_usd": 257000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 72000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 77262,
+ "employee_residence": "LV",
+ "remote_ratio": 0,
+ "company_location": "LV",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "LV",
+ "remote_ratio": 0,
+ "company_location": "LV",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205600,
+ "salary_currency": "USD",
+ "salary_in_usd": 205600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105700,
+ "salary_currency": "USD",
+ "salary_in_usd": 105700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 151800,
+ "salary_currency": "USD",
+ "salary_in_usd": 151800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 53654,
+ "employee_residence": "RO",
+ "remote_ratio": 50,
+ "company_location": "RO",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51508,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 38000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 40777,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51508,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 38000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 40777,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 237000,
+ "salary_currency": "USD",
+ "salary_in_usd": 237000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183310,
+ "salary_currency": "USD",
+ "salary_in_usd": 183310,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 183310,
+ "salary_currency": "USD",
+ "salary_in_usd": 183310,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 102500,
+ "salary_currency": "USD",
+ "salary_in_usd": 102500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 840000,
+ "salary_currency": "THB",
+ "salary_in_usd": 24740,
+ "employee_residence": "TH",
+ "remote_ratio": 50,
+ "company_location": "TH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 1250000,
+ "salary_currency": "INR",
+ "salary_in_usd": 15897,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 182000,
+ "salary_currency": "USD",
+ "salary_in_usd": 182000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 94000,
+ "salary_currency": "USD",
+ "salary_in_usd": 94000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 72000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 77262,
+ "employee_residence": "LV",
+ "remote_ratio": 0,
+ "company_location": "LV",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38631,
+ "employee_residence": "LV",
+ "remote_ratio": 0,
+ "company_location": "LV",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105500,
+ "salary_currency": "USD",
+ "salary_in_usd": 105500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 252000,
+ "salary_currency": "USD",
+ "salary_in_usd": 252000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 78990,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 36050,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43809,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153400,
+ "salary_currency": "USD",
+ "salary_in_usd": 153400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122700,
+ "salary_currency": "USD",
+ "salary_in_usd": 122700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 87000,
+ "salary_currency": "USD",
+ "salary_in_usd": 87000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 234100,
+ "salary_currency": "USD",
+ "salary_in_usd": 234100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 223800,
+ "salary_currency": "USD",
+ "salary_in_usd": 223800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172100,
+ "salary_currency": "USD",
+ "salary_in_usd": 172100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 232200,
+ "salary_currency": "USD",
+ "salary_in_usd": 232200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167200,
+ "salary_currency": "USD",
+ "salary_in_usd": 167200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 197000,
+ "salary_currency": "USD",
+ "salary_in_usd": 197000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Lead",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Lead",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 114000,
+ "salary_currency": "USD",
+ "salary_in_usd": 114000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 291500,
+ "salary_currency": "USD",
+ "salary_in_usd": 291500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 196200,
+ "salary_currency": "USD",
+ "salary_in_usd": 196200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150900,
+ "salary_currency": "USD",
+ "salary_in_usd": 150900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 207000,
+ "salary_currency": "USD",
+ "salary_in_usd": 207000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 167000,
+ "salary_currency": "USD",
+ "salary_in_usd": 167000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133800,
+ "salary_currency": "USD",
+ "salary_in_usd": 133800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 96100,
+ "salary_currency": "USD",
+ "salary_in_usd": 96100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 297300,
+ "salary_currency": "USD",
+ "salary_in_usd": 297300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 297300,
+ "salary_currency": "USD",
+ "salary_in_usd": 297300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 202000,
+ "salary_currency": "USD",
+ "salary_in_usd": 202000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 84000,
+ "salary_currency": "USD",
+ "salary_in_usd": 84000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 219000,
+ "salary_currency": "USD",
+ "salary_in_usd": 219000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 196000,
+ "salary_currency": "USD",
+ "salary_in_usd": 196000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 126100,
+ "salary_currency": "USD",
+ "salary_in_usd": 126100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 240500,
+ "salary_currency": "USD",
+ "salary_in_usd": 240500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 137500,
+ "salary_currency": "USD",
+ "salary_in_usd": 137500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 187500,
+ "salary_currency": "USD",
+ "salary_in_usd": 187500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Research Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72914,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 24000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 25216,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 165750,
+ "salary_currency": "USD",
+ "salary_in_usd": 165750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 165750,
+ "salary_currency": "USD",
+ "salary_in_usd": 165750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 89700,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109006,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 55250,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67141,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175308,
+ "salary_currency": "USD",
+ "salary_in_usd": 175308,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100706,
+ "salary_currency": "USD",
+ "salary_in_usd": 100706,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 229000,
+ "salary_currency": "USD",
+ "salary_in_usd": 229000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 289076,
+ "salary_currency": "USD",
+ "salary_in_usd": 289076,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 202353,
+ "salary_currency": "USD",
+ "salary_in_usd": 202353,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69751,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37558,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 226700,
+ "salary_currency": "USD",
+ "salary_in_usd": 226700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 133300,
+ "salary_currency": "USD",
+ "salary_in_usd": 133300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 4000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 54094,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 1440000,
+ "salary_currency": "INR",
+ "salary_in_usd": 18314,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 199000,
+ "salary_currency": "USD",
+ "salary_in_usd": 199000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162000,
+ "salary_currency": "USD",
+ "salary_in_usd": 162000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 133000,
+ "salary_currency": "USD",
+ "salary_in_usd": 133000,
+ "employee_residence": "NL",
+ "remote_ratio": 0,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 272550,
+ "salary_currency": "USD",
+ "salary_in_usd": 272550,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 182000,
+ "salary_currency": "USD",
+ "salary_in_usd": 182000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 187500,
+ "salary_currency": "USD",
+ "salary_in_usd": 187500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 64000,
+ "salary_currency": "USD",
+ "salary_in_usd": 64000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 143100,
+ "salary_currency": "USD",
+ "salary_in_usd": 143100,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 142000,
+ "salary_currency": "USD",
+ "salary_in_usd": 142000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 174500,
+ "salary_currency": "USD",
+ "salary_in_usd": 174500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180560,
+ "salary_currency": "USD",
+ "salary_in_usd": 180560,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115440,
+ "salary_currency": "USD",
+ "salary_in_usd": 115440,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 248100,
+ "salary_currency": "USD",
+ "salary_in_usd": 248100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 145900,
+ "salary_currency": "USD",
+ "salary_in_usd": 145900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 291500,
+ "salary_currency": "USD",
+ "salary_in_usd": 291500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 62000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 75344,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 52000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 63192,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 161800,
+ "salary_currency": "USD",
+ "salary_in_usd": 161800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 141600,
+ "salary_currency": "USD",
+ "salary_in_usd": 141600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 48000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 58331,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 38000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 46178,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 166000,
+ "salary_currency": "USD",
+ "salary_in_usd": 166000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 236000,
+ "salary_currency": "USD",
+ "salary_in_usd": 236000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 182000,
+ "salary_currency": "USD",
+ "salary_in_usd": 182000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 1125000,
+ "salary_currency": "INR",
+ "salary_in_usd": 14307,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 261500,
+ "salary_currency": "USD",
+ "salary_in_usd": 261500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 134500,
+ "salary_currency": "USD",
+ "salary_in_usd": 134500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1100000,
+ "salary_currency": "INR",
+ "salary_in_usd": 13989,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2023,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Manager Data Management",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 94500,
+ "salary_currency": "USD",
+ "salary_in_usd": 94500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 127500,
+ "salary_currency": "USD",
+ "salary_in_usd": 127500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 126500,
+ "salary_currency": "USD",
+ "salary_in_usd": 126500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 51000,
+ "salary_currency": "USD",
+ "salary_in_usd": 51000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "PK",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Programmer",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 272550,
+ "salary_currency": "USD",
+ "salary_in_usd": 272550,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198200,
+ "salary_currency": "USD",
+ "salary_in_usd": 198200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 94560,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 248400,
+ "salary_currency": "USD",
+ "salary_in_usd": 248400,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 183600,
+ "salary_currency": "USD",
+ "salary_in_usd": 183600,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 4460000,
+ "salary_currency": "INR",
+ "salary_in_usd": 56723,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 23000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 24165,
+ "employee_residence": "IT",
+ "remote_ratio": 50,
+ "company_location": "IT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 149000,
+ "salary_currency": "USD",
+ "salary_in_usd": 149000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 246000,
+ "salary_currency": "USD",
+ "salary_in_usd": 246000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Database Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 164000,
+ "salary_currency": "USD",
+ "salary_in_usd": 164000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 167500,
+ "salary_currency": "USD",
+ "salary_in_usd": 167500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106500,
+ "salary_currency": "USD",
+ "salary_in_usd": 106500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 142000,
+ "salary_currency": "USD",
+ "salary_in_usd": 142000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "MA",
+ "remote_ratio": 50,
+ "company_location": "MA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 31795,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 198000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 44365,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 164000,
+ "salary_currency": "USD",
+ "salary_in_usd": 164000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 2800000,
+ "salary_currency": "INR",
+ "salary_in_usd": 35610,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "CO",
+ "remote_ratio": 100,
+ "company_location": "CO",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 249500,
+ "salary_currency": "USD",
+ "salary_in_usd": 249500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 149850,
+ "salary_currency": "USD",
+ "salary_in_usd": 149850,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 122500,
+ "salary_currency": "USD",
+ "salary_in_usd": 122500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 249500,
+ "salary_currency": "USD",
+ "salary_in_usd": 249500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 149850,
+ "salary_currency": "USD",
+ "salary_in_usd": 149850,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 249500,
+ "salary_currency": "USD",
+ "salary_in_usd": 249500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 149850,
+ "salary_currency": "USD",
+ "salary_in_usd": 149850,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 56000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 58837,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 182750,
+ "salary_currency": "USD",
+ "salary_in_usd": 182750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 161500,
+ "salary_currency": "USD",
+ "salary_in_usd": 161500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 102640,
+ "salary_currency": "USD",
+ "salary_in_usd": 102640,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 66100,
+ "salary_currency": "USD",
+ "salary_in_usd": 66100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 198800,
+ "salary_currency": "USD",
+ "salary_in_usd": 198800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 122600,
+ "salary_currency": "USD",
+ "salary_in_usd": 122600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159000,
+ "salary_currency": "USD",
+ "salary_in_usd": 159000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 246000,
+ "salary_currency": "USD",
+ "salary_in_usd": 246000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 187000,
+ "salary_currency": "USD",
+ "salary_in_usd": 187000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 255000,
+ "salary_currency": "USD",
+ "salary_in_usd": 255000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 350000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 430967,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 55410,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 38000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 39925,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 58000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60938,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Developer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "3D Computer Vision Researcher",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "AL",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "MLOps Engineer",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "MLOps Engineer",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 166700,
+ "salary_currency": "USD",
+ "salary_in_usd": 166700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 124234,
+ "salary_currency": "USD",
+ "salary_in_usd": 124234,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 74540,
+ "salary_currency": "USD",
+ "salary_in_usd": 74540,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 1250000,
+ "salary_currency": "INR",
+ "salary_in_usd": 16904,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "AR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 173000,
+ "salary_currency": "USD",
+ "salary_in_usd": 173000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 192000,
+ "salary_currency": "USD",
+ "salary_in_usd": 192000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Machine Learning Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 194000,
+ "salary_currency": "USD",
+ "salary_in_usd": 194000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129400,
+ "salary_currency": "USD",
+ "salary_in_usd": 129400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 89200,
+ "salary_currency": "USD",
+ "salary_in_usd": 89200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 196000,
+ "salary_currency": "USD",
+ "salary_in_usd": 196000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 192500,
+ "salary_currency": "USD",
+ "salary_in_usd": 192500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 152500,
+ "salary_currency": "USD",
+ "salary_in_usd": 152500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178750,
+ "salary_currency": "USD",
+ "salary_in_usd": 178750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 197430,
+ "salary_currency": "USD",
+ "salary_in_usd": 197430,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 134760,
+ "salary_currency": "USD",
+ "salary_in_usd": 134760,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 197000,
+ "salary_currency": "USD",
+ "salary_in_usd": 197000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 162000,
+ "salary_currency": "USD",
+ "salary_in_usd": 162000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105120,
+ "salary_currency": "EUR",
+ "salary_in_usd": 110446,
+ "employee_residence": "LT",
+ "remote_ratio": 0,
+ "company_location": "LT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75360,
+ "salary_currency": "EUR",
+ "salary_in_usd": 79178,
+ "employee_residence": "LT",
+ "remote_ratio": 0,
+ "company_location": "LT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 57000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 70186,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 42000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51716,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 149040,
+ "salary_currency": "USD",
+ "salary_in_usd": 149040,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113900,
+ "salary_currency": "USD",
+ "salary_in_usd": 113900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 171000,
+ "salary_currency": "USD",
+ "salary_in_usd": 171000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 13000,
+ "salary_currency": "USD",
+ "salary_in_usd": 13000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "AR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FL",
+ "job_title": "Data Analytics Consultant",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "BE",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 213000,
+ "salary_currency": "USD",
+ "salary_in_usd": 213000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 227200,
+ "salary_currency": "USD",
+ "salary_in_usd": 227200,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Software Engineer",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "3D Computer Vision Researcher",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "AS",
+ "remote_ratio": 0,
+ "company_location": "AS",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 61000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 64090,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 58000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60938,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 243000,
+ "salary_currency": "USD",
+ "salary_in_usd": 243000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178000,
+ "salary_currency": "USD",
+ "salary_in_usd": 178000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132000,
+ "salary_currency": "USD",
+ "salary_in_usd": 132000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 96000,
+ "salary_currency": "USD",
+ "salary_in_usd": 96000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 57000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 70186,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Researcher",
+ "salary": 137000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 105236,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 194000,
+ "salary_currency": "USD",
+ "salary_in_usd": 194000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129400,
+ "salary_currency": "USD",
+ "salary_in_usd": 129400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 189750,
+ "salary_currency": "USD",
+ "salary_in_usd": 189750,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140250,
+ "salary_currency": "USD",
+ "salary_in_usd": 140250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 110000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 115573,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42026,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 191200,
+ "salary_currency": "USD",
+ "salary_in_usd": 191200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 191200,
+ "salary_currency": "USD",
+ "salary_in_usd": 191200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Research Engineer",
+ "salary": 63000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 66192,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "3D Computer Vision Researcher",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "CR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 179500,
+ "salary_currency": "USD",
+ "salary_in_usd": 179500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 26000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 27317,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 168400,
+ "salary_currency": "USD",
+ "salary_in_usd": 168400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105200,
+ "salary_currency": "USD",
+ "salary_in_usd": 105200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Deep Learning Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198800,
+ "salary_currency": "USD",
+ "salary_in_usd": 198800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122600,
+ "salary_currency": "USD",
+ "salary_in_usd": 122600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FL",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "IR",
+ "remote_ratio": 100,
+ "company_location": "IR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 100000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 105066,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 104663,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 124000,
+ "salary_currency": "USD",
+ "salary_in_usd": 124000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148000,
+ "salary_currency": "USD",
+ "salary_in_usd": 148000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 107000,
+ "salary_currency": "USD",
+ "salary_in_usd": 107000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 310000,
+ "salary_currency": "USD",
+ "salary_in_usd": 310000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 239000,
+ "salary_currency": "USD",
+ "salary_in_usd": 239000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 299500,
+ "salary_currency": "USD",
+ "salary_in_usd": 299500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 245100,
+ "salary_currency": "USD",
+ "salary_in_usd": 245100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 161000,
+ "salary_currency": "USD",
+ "salary_in_usd": 161000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 118000,
+ "salary_currency": "USD",
+ "salary_in_usd": 118000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Management Specialist",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "IT",
+ "remote_ratio": 0,
+ "company_location": "IT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 177000,
+ "salary_currency": "USD",
+ "salary_in_usd": 177000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 131000,
+ "salary_currency": "USD",
+ "salary_in_usd": 131000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102000,
+ "salary_currency": "USD",
+ "salary_in_usd": 102000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 196000,
+ "salary_currency": "USD",
+ "salary_in_usd": 196000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43096,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 193750,
+ "salary_currency": "USD",
+ "salary_in_usd": 193750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 116250,
+ "salary_currency": "USD",
+ "salary_in_usd": 116250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 231250,
+ "salary_currency": "USD",
+ "salary_in_usd": 231250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 138750,
+ "salary_currency": "USD",
+ "salary_in_usd": 138750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 193750,
+ "salary_currency": "USD",
+ "salary_in_usd": 193750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116250,
+ "salary_currency": "USD",
+ "salary_in_usd": 116250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 208000,
+ "salary_currency": "USD",
+ "salary_in_usd": 208000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 196000,
+ "salary_currency": "USD",
+ "salary_in_usd": 196000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Autonomous Vehicle Technician",
+ "salary": 45555,
+ "salary_currency": "USD",
+ "salary_in_usd": 45555,
+ "employee_residence": "AS",
+ "remote_ratio": 50,
+ "company_location": "BS",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 184000,
+ "salary_currency": "USD",
+ "salary_in_usd": 184000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 6600000,
+ "salary_currency": "HUF",
+ "salary_in_usd": 17684,
+ "employee_residence": "HU",
+ "remote_ratio": 100,
+ "company_location": "HU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Tech Lead",
+ "salary": 375000,
+ "salary_currency": "USD",
+ "salary_in_usd": 375000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 191200,
+ "salary_currency": "USD",
+ "salary_in_usd": 191200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 104663,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80036,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140700,
+ "salary_currency": "USD",
+ "salary_in_usd": 140700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 93800,
+ "salary_currency": "USD",
+ "salary_in_usd": 93800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 350000,
+ "salary_currency": "USD",
+ "salary_in_usd": 350000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "BI Analyst",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "CHF",
+ "salary_in_usd": 104697,
+ "employee_residence": "CH",
+ "remote_ratio": 100,
+ "company_location": "CH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 33000,
+ "salary_currency": "USD",
+ "salary_in_usd": 33000,
+ "employee_residence": "IT",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 33000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 34672,
+ "employee_residence": "IT",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 201000,
+ "salary_currency": "USD",
+ "salary_in_usd": 201000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 154560,
+ "salary_currency": "USD",
+ "salary_in_usd": 154560,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 123648,
+ "salary_currency": "USD",
+ "salary_in_usd": 123648,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 177500,
+ "salary_currency": "USD",
+ "salary_in_usd": 177500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 192564,
+ "salary_currency": "USD",
+ "salary_in_usd": 192564,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 144854,
+ "salary_currency": "USD",
+ "salary_in_usd": 144854,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 179305,
+ "salary_currency": "USD",
+ "salary_in_usd": 179305,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 142127,
+ "salary_currency": "USD",
+ "salary_in_usd": 142127,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 315000,
+ "salary_currency": "USD",
+ "salary_in_usd": 315000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 243900,
+ "salary_currency": "USD",
+ "salary_in_usd": 243900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156600,
+ "salary_currency": "USD",
+ "salary_in_usd": 156600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 79000,
+ "salary_currency": "USD",
+ "salary_in_usd": 79000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist Lead",
+ "salary": 85000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 89306,
+ "employee_residence": "AT",
+ "remote_ratio": 50,
+ "company_location": "AT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 182500,
+ "salary_currency": "USD",
+ "salary_in_usd": 182500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128500,
+ "salary_currency": "USD",
+ "salary_in_usd": 128500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 77300,
+ "salary_currency": "USD",
+ "salary_in_usd": 77300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 45600,
+ "salary_currency": "USD",
+ "salary_in_usd": 45600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Data Engineer",
+ "salary": 12000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 12608,
+ "employee_residence": "SK",
+ "remote_ratio": 100,
+ "company_location": "SK",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 247500,
+ "salary_currency": "USD",
+ "salary_in_usd": 247500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 172200,
+ "salary_currency": "USD",
+ "salary_in_usd": 172200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 184100,
+ "salary_currency": "USD",
+ "salary_in_usd": 184100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 161000,
+ "salary_currency": "USD",
+ "salary_in_usd": 161000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104000,
+ "salary_currency": "USD",
+ "salary_in_usd": 104000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198440,
+ "salary_currency": "USD",
+ "salary_in_usd": 198440,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198440,
+ "salary_currency": "USD",
+ "salary_in_usd": 198440,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 47000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 57872,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 64000,
+ "salary_currency": "USD",
+ "salary_in_usd": 64000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 38000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 39925,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 187200,
+ "salary_currency": "USD",
+ "salary_in_usd": 187200,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 116100,
+ "salary_currency": "USD",
+ "salary_in_usd": 116100,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 127000,
+ "salary_currency": "USD",
+ "salary_in_usd": 127000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 275000,
+ "salary_currency": "USD",
+ "salary_in_usd": 275000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 166000,
+ "salary_currency": "USD",
+ "salary_in_usd": 166000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159699,
+ "salary_currency": "USD",
+ "salary_in_usd": 159699,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 138938,
+ "salary_currency": "USD",
+ "salary_in_usd": 138938,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 76000,
+ "salary_currency": "USD",
+ "salary_in_usd": 76000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 166700,
+ "salary_currency": "USD",
+ "salary_in_usd": 166700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 119000,
+ "salary_currency": "USD",
+ "salary_in_usd": 119000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 84000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 103432,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 236000,
+ "salary_currency": "USD",
+ "salary_in_usd": 236000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 182000,
+ "salary_currency": "USD",
+ "salary_in_usd": 182000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 204500,
+ "salary_currency": "USD",
+ "salary_in_usd": 204500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 142200,
+ "salary_currency": "USD",
+ "salary_in_usd": 142200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 125404,
+ "salary_currency": "USD",
+ "salary_in_usd": 125404,
+ "employee_residence": "CN",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Analyst",
+ "salary": 123000,
+ "salary_currency": "USD",
+ "salary_in_usd": 123000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Analyst",
+ "salary": 92250,
+ "salary_currency": "USD",
+ "salary_in_usd": 92250,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 97000,
+ "salary_currency": "USD",
+ "salary_in_usd": 97000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 157000,
+ "salary_currency": "USD",
+ "salary_in_usd": 157000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52500,
+ "salary_currency": "USD",
+ "salary_in_usd": 52500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 81500,
+ "salary_currency": "USD",
+ "salary_in_usd": 81500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 122500,
+ "salary_currency": "USD",
+ "salary_in_usd": 122500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 171000,
+ "salary_currency": "USD",
+ "salary_in_usd": 171000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 117000,
+ "salary_currency": "USD",
+ "salary_in_usd": 117000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 202800,
+ "salary_currency": "USD",
+ "salary_in_usd": 202800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104300,
+ "salary_currency": "USD",
+ "salary_in_usd": 104300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 197000,
+ "salary_currency": "USD",
+ "salary_in_usd": 197000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "MX",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 42000,
+ "salary_currency": "USD",
+ "salary_in_usd": 42000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 345600,
+ "salary_currency": "USD",
+ "salary_in_usd": 345600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 230400,
+ "salary_currency": "USD",
+ "salary_in_usd": 230400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175950,
+ "salary_currency": "USD",
+ "salary_in_usd": 175950,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130050,
+ "salary_currency": "USD",
+ "salary_in_usd": 130050,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 205600,
+ "salary_currency": "USD",
+ "salary_in_usd": 205600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105700,
+ "salary_currency": "USD",
+ "salary_in_usd": 105700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 236600,
+ "salary_currency": "USD",
+ "salary_in_usd": 236600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 89200,
+ "salary_currency": "USD",
+ "salary_in_usd": 89200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 84000,
+ "salary_currency": "USD",
+ "salary_in_usd": 84000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 54000,
+ "salary_currency": "USD",
+ "salary_in_usd": 54000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Marketing Data Analyst",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 96000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 73742,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Lead",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 27000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 33246,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Power BI Developer",
+ "salary": 400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5409,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 75050,
+ "employee_residence": "AU",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 184100,
+ "salary_currency": "USD",
+ "salary_in_usd": 184100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Product Data Scientist",
+ "salary": 8000,
+ "salary_currency": "USD",
+ "salary_in_usd": 8000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "SG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 38000,
+ "salary_currency": "USD",
+ "salary_in_usd": 38000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 38000,
+ "salary_currency": "USD",
+ "salary_in_usd": 38000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110820,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153600,
+ "salary_currency": "USD",
+ "salary_in_usd": 153600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 106800,
+ "salary_currency": "USD",
+ "salary_in_usd": 106800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 38000,
+ "salary_currency": "USD",
+ "salary_in_usd": 38000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123400,
+ "salary_currency": "USD",
+ "salary_in_usd": 123400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 88100,
+ "salary_currency": "USD",
+ "salary_in_usd": 88100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 191200,
+ "salary_currency": "USD",
+ "salary_in_usd": 191200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 169000,
+ "salary_currency": "USD",
+ "salary_in_usd": 169000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110600,
+ "salary_currency": "USD",
+ "salary_in_usd": 110600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 139000,
+ "salary_currency": "USD",
+ "salary_in_usd": 139000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 122000,
+ "salary_currency": "USD",
+ "salary_in_usd": 122000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 139600,
+ "salary_currency": "USD",
+ "salary_in_usd": 139600,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85700,
+ "salary_currency": "USD",
+ "salary_in_usd": 85700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 156400,
+ "salary_currency": "USD",
+ "salary_in_usd": 156400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185900,
+ "salary_currency": "USD",
+ "salary_in_usd": 185900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 148500,
+ "salary_currency": "USD",
+ "salary_in_usd": 148500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 98200,
+ "salary_currency": "USD",
+ "salary_in_usd": 98200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 66000,
+ "salary_currency": "USD",
+ "salary_in_usd": 66000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 36000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37824,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 98000,
+ "salary_currency": "USD",
+ "salary_in_usd": 98000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 62000,
+ "salary_currency": "USD",
+ "salary_in_usd": 62000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 57000,
+ "salary_currency": "USD",
+ "salary_in_usd": 57000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 210000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 161311,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144200,
+ "salary_currency": "USD",
+ "salary_in_usd": 144200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115360,
+ "salary_currency": "USD",
+ "salary_in_usd": 115360,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 83171,
+ "employee_residence": "AU",
+ "remote_ratio": 0,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Architect",
+ "salary": 3000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 38154,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42026,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Manager",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Manager",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 164000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 125976,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 188700,
+ "salary_currency": "USD",
+ "salary_in_usd": 188700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160395,
+ "salary_currency": "USD",
+ "salary_in_usd": 160395,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198440,
+ "salary_currency": "USD",
+ "salary_in_usd": 198440,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 72000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 75648,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 156868,
+ "salary_currency": "USD",
+ "salary_in_usd": 156868,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "BI Analyst",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 198440,
+ "salary_currency": "USD",
+ "salary_in_usd": 198440,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Machine Learning Engineer",
+ "salary": 66000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69344,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "NLP Engineer",
+ "salary": 120000,
+ "salary_currency": "CZK",
+ "salary_in_usd": 5132,
+ "employee_residence": "CZ",
+ "remote_ratio": 100,
+ "company_location": "CZ",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "CT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 120000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 126080,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132000,
+ "salary_currency": "USD",
+ "salary_in_usd": 132000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 65000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 45050,
+ "employee_residence": "AU",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 56000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 42028,
+ "employee_residence": "AU",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178800,
+ "salary_currency": "USD",
+ "salary_in_usd": 178800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132100,
+ "salary_currency": "USD",
+ "salary_in_usd": 132100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "CR",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 187200,
+ "salary_currency": "USD",
+ "salary_in_usd": 187200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 116100,
+ "salary_currency": "USD",
+ "salary_in_usd": 116100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "TR",
+ "remote_ratio": 0,
+ "company_location": "TR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 229998,
+ "salary_currency": "USD",
+ "salary_in_usd": 229998,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154545,
+ "salary_currency": "USD",
+ "salary_in_usd": 154545,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159000,
+ "salary_currency": "USD",
+ "salary_in_usd": 159000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 229998,
+ "salary_currency": "USD",
+ "salary_in_usd": 229998,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154545,
+ "salary_currency": "USD",
+ "salary_in_usd": 154545,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist Lead",
+ "salary": 183000,
+ "salary_currency": "USD",
+ "salary_in_usd": 183000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99750,
+ "salary_currency": "USD",
+ "salary_in_usd": 99750,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 68400,
+ "salary_currency": "USD",
+ "salary_in_usd": 68400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 236900,
+ "salary_currency": "USD",
+ "salary_in_usd": 236900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 159200,
+ "salary_currency": "USD",
+ "salary_in_usd": 159200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 243225,
+ "salary_currency": "USD",
+ "salary_in_usd": 243225,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 179775,
+ "salary_currency": "USD",
+ "salary_in_usd": 179775,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148000,
+ "salary_currency": "USD",
+ "salary_in_usd": 148000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 128000,
+ "salary_currency": "USD",
+ "salary_in_usd": 128000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 218000,
+ "salary_currency": "USD",
+ "salary_in_usd": 218000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 145300,
+ "salary_currency": "USD",
+ "salary_in_usd": 145300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 195400,
+ "salary_currency": "USD",
+ "salary_in_usd": 195400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "CL",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 207000,
+ "salary_currency": "USD",
+ "salary_in_usd": 207000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "PR",
+ "remote_ratio": 100,
+ "company_location": "PR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "PR",
+ "remote_ratio": 100,
+ "company_location": "PR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 207000,
+ "salary_currency": "USD",
+ "salary_in_usd": 207000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 195700,
+ "salary_currency": "USD",
+ "salary_in_usd": 195700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130500,
+ "salary_currency": "USD",
+ "salary_in_usd": 130500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 84000,
+ "salary_currency": "USD",
+ "salary_in_usd": 84000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80036,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 141300,
+ "salary_currency": "USD",
+ "salary_in_usd": 141300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36773,
+ "employee_residence": "ES",
+ "remote_ratio": 0,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 83000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 102200,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1800000,
+ "salary_currency": "INR",
+ "salary_in_usd": 22892,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 195400,
+ "salary_currency": "USD",
+ "salary_in_usd": 195400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 195400,
+ "salary_currency": "USD",
+ "salary_in_usd": 195400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 195400,
+ "salary_currency": "USD",
+ "salary_in_usd": 195400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 633000,
+ "salary_currency": "INR",
+ "salary_in_usd": 8050,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 178800,
+ "salary_currency": "USD",
+ "salary_in_usd": 178800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132100,
+ "salary_currency": "USD",
+ "salary_in_usd": 132100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "NLP Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "FI",
+ "remote_ratio": 50,
+ "company_location": "FI",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "AS",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80036,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 108000,
+ "salary_currency": "USD",
+ "salary_in_usd": 108000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Research Engineer",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 179400,
+ "salary_currency": "USD",
+ "salary_in_usd": 179400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 193900,
+ "salary_currency": "USD",
+ "salary_in_usd": 193900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 222640,
+ "salary_currency": "USD",
+ "salary_in_usd": 222640,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 182160,
+ "salary_currency": "USD",
+ "salary_in_usd": 182160,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 122500,
+ "salary_currency": "USD",
+ "salary_in_usd": 122500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 297500,
+ "salary_currency": "USD",
+ "salary_in_usd": 297500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 15000,
+ "salary_currency": "USD",
+ "salary_in_usd": 15000,
+ "employee_residence": "TH",
+ "remote_ratio": 100,
+ "company_location": "TH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 193000,
+ "salary_currency": "USD",
+ "salary_in_usd": 193000,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 93000,
+ "salary_currency": "USD",
+ "salary_in_usd": 93000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 73000,
+ "salary_currency": "USD",
+ "salary_in_usd": 73000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Operations Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40300,
+ "salary_currency": "BRL",
+ "salary_in_usd": 7799,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136994,
+ "salary_currency": "USD",
+ "salary_in_usd": 136994,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 101570,
+ "salary_currency": "USD",
+ "salary_in_usd": 101570,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Manager",
+ "salary": 98000,
+ "salary_currency": "USD",
+ "salary_in_usd": 98000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 57786,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 172000,
+ "salary_currency": "USD",
+ "salary_in_usd": 172000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 215000,
+ "salary_currency": "USD",
+ "salary_in_usd": 215000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 164000,
+ "salary_currency": "USD",
+ "salary_in_usd": 164000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 33000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 45390,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 97500,
+ "salary_currency": "USD",
+ "salary_in_usd": 97500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 212800,
+ "salary_currency": "USD",
+ "salary_in_usd": 212800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Scientist",
+ "salary": 142800,
+ "salary_currency": "USD",
+ "salary_in_usd": 142800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "NL",
+ "remote_ratio": 50,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 6359,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 151800,
+ "salary_currency": "USD",
+ "salary_in_usd": 151800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130240,
+ "salary_currency": "USD",
+ "salary_in_usd": 130240,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 140250,
+ "salary_currency": "USD",
+ "salary_in_usd": 140250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 179400,
+ "salary_currency": "USD",
+ "salary_in_usd": 179400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Financial Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 98506,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 83376,
+ "salary_currency": "GBP",
+ "salary_in_usd": 102663,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 65004,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80041,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 84958,
+ "salary_currency": "GBP",
+ "salary_in_usd": 104611,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 66822,
+ "salary_currency": "GBP",
+ "salary_in_usd": 82280,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Analyst",
+ "salary": 81000,
+ "salary_currency": "USD",
+ "salary_in_usd": 81000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Operations Analyst",
+ "salary": 66000,
+ "salary_currency": "USD",
+ "salary_in_usd": 66000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 46000,
+ "salary_currency": "USD",
+ "salary_in_usd": 46000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 204100,
+ "salary_currency": "USD",
+ "salary_in_usd": 204100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136100,
+ "salary_currency": "USD",
+ "salary_in_usd": 136100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 96000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 118208,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110820,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 120000,
+ "salary_currency": "DKK",
+ "salary_in_usd": 19073,
+ "employee_residence": "DK",
+ "remote_ratio": 50,
+ "company_location": "DK",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 191475,
+ "salary_currency": "USD",
+ "salary_in_usd": 191475,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141525,
+ "salary_currency": "USD",
+ "salary_in_usd": 141525,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 95000,
+ "salary_currency": "USD",
+ "salary_in_usd": 95000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "BO",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "Analytics Engineer",
+ "salary": 7500,
+ "salary_currency": "USD",
+ "salary_in_usd": 7500,
+ "employee_residence": "BO",
+ "remote_ratio": 50,
+ "company_location": "BO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Consultant",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "PH",
+ "remote_ratio": 100,
+ "company_location": "PH",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 77000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 53368,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 28500,
+ "salary_currency": "EUR",
+ "salary_in_usd": 29944,
+ "employee_residence": "PT",
+ "remote_ratio": 50,
+ "company_location": "PT",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 119300,
+ "salary_currency": "USD",
+ "salary_in_usd": 119300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 146200,
+ "salary_currency": "USD",
+ "salary_in_usd": 146200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 124270,
+ "salary_currency": "USD",
+ "salary_in_usd": 124270,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 52000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 54634,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 185800,
+ "salary_currency": "USD",
+ "salary_in_usd": 185800,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 137400,
+ "salary_currency": "USD",
+ "salary_in_usd": 137400,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 148800,
+ "salary_currency": "USD",
+ "salary_in_usd": 148800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Machine Learning Engineer",
+ "salary": 7500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 95386,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 104000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 128058,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82000,
+ "salary_currency": "USD",
+ "salary_in_usd": 82000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "DO",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 173000,
+ "salary_currency": "USD",
+ "salary_in_usd": 173000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 203500,
+ "salary_currency": "USD",
+ "salary_in_usd": 203500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 148800,
+ "salary_currency": "USD",
+ "salary_in_usd": 148800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 32400,
+ "salary_currency": "BRL",
+ "salary_in_usd": 6270,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 158000,
+ "salary_currency": "USD",
+ "salary_in_usd": 158000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 134000,
+ "salary_currency": "USD",
+ "salary_in_usd": 134000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 216200,
+ "salary_currency": "USD",
+ "salary_in_usd": 216200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 144100,
+ "salary_currency": "USD",
+ "salary_in_usd": 144100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 115573,
+ "employee_residence": "NL",
+ "remote_ratio": 0,
+ "company_location": "NL",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 85000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 89306,
+ "employee_residence": "NL",
+ "remote_ratio": 0,
+ "company_location": "NL",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 206000,
+ "salary_currency": "USD",
+ "salary_in_usd": 206000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 175100,
+ "salary_currency": "USD",
+ "salary_in_usd": 175100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 189650,
+ "salary_currency": "USD",
+ "salary_in_usd": 189650,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 164996,
+ "salary_currency": "USD",
+ "salary_in_usd": 164996,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 149040,
+ "salary_currency": "USD",
+ "salary_in_usd": 149040,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 113900,
+ "salary_currency": "USD",
+ "salary_in_usd": 113900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 195700,
+ "salary_currency": "USD",
+ "salary_in_usd": 195700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130500,
+ "salary_currency": "USD",
+ "salary_in_usd": 130500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 98506,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 117000,
+ "salary_currency": "USD",
+ "salary_in_usd": 117000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99450,
+ "salary_currency": "USD",
+ "salary_in_usd": 99450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "PR",
+ "remote_ratio": 100,
+ "company_location": "PR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "PR",
+ "remote_ratio": 100,
+ "company_location": "PR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 193900,
+ "salary_currency": "USD",
+ "salary_in_usd": 193900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 55410,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 188100,
+ "salary_currency": "USD",
+ "salary_in_usd": 188100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 139860,
+ "salary_currency": "USD",
+ "salary_in_usd": 139860,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 248700,
+ "salary_currency": "USD",
+ "salary_in_usd": 248700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 167100,
+ "salary_currency": "USD",
+ "salary_in_usd": 167100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 450000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5723,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123400,
+ "salary_currency": "USD",
+ "salary_in_usd": 123400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 88100,
+ "salary_currency": "USD",
+ "salary_in_usd": 88100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50432,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 245000,
+ "salary_currency": "USD",
+ "salary_in_usd": 245000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205000,
+ "salary_currency": "USD",
+ "salary_in_usd": 205000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 141300,
+ "salary_currency": "USD",
+ "salary_in_usd": 141300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 141300,
+ "salary_currency": "USD",
+ "salary_in_usd": 141300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "AR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "BE",
+ "remote_ratio": 100,
+ "company_location": "BE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 189500,
+ "salary_currency": "USD",
+ "salary_in_usd": 189500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 140100,
+ "salary_currency": "USD",
+ "salary_in_usd": 140100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 177600,
+ "salary_currency": "USD",
+ "salary_in_usd": 177600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 24000,
+ "salary_currency": "USD",
+ "salary_in_usd": 24000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 24000,
+ "salary_currency": "USD",
+ "salary_in_usd": 24000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 202900,
+ "salary_currency": "USD",
+ "salary_in_usd": 202900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 193900,
+ "salary_currency": "USD",
+ "salary_in_usd": 193900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 129300,
+ "salary_currency": "USD",
+ "salary_in_usd": 129300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 216200,
+ "salary_currency": "USD",
+ "salary_in_usd": 216200,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 144100,
+ "salary_currency": "USD",
+ "salary_in_usd": 144100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Research Engineer",
+ "salary": 900000,
+ "salary_currency": "INR",
+ "salary_in_usd": 12171,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 4200000,
+ "salary_currency": "INR",
+ "salary_in_usd": 53416,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "ID",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "AT",
+ "remote_ratio": 50,
+ "company_location": "AT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Data Architect",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "NL",
+ "remote_ratio": 0,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 107000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 131752,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 260500,
+ "salary_currency": "USD",
+ "salary_in_usd": 260500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 175100,
+ "salary_currency": "USD",
+ "salary_in_usd": 175100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 73400,
+ "salary_currency": "EUR",
+ "salary_in_usd": 77119,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 49500,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52008,
+ "employee_residence": "BE",
+ "remote_ratio": 50,
+ "company_location": "BE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 2400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 30523,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 206699,
+ "salary_currency": "USD",
+ "salary_in_usd": 206699,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 99100,
+ "salary_currency": "USD",
+ "salary_in_usd": 99100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 54000,
+ "salary_currency": "USD",
+ "salary_in_usd": 54000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63000,
+ "salary_currency": "USD",
+ "salary_in_usd": 63000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 221300,
+ "salary_currency": "USD",
+ "salary_in_usd": 221300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 148700,
+ "salary_currency": "USD",
+ "salary_in_usd": 148700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 30000,
+ "salary_currency": "USD",
+ "salary_in_usd": 30000,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 27000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 28368,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 74000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 91118,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 58000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60938,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 249260,
+ "salary_currency": "USD",
+ "salary_in_usd": 249260,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 185400,
+ "salary_currency": "USD",
+ "salary_in_usd": 185400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 65000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 80036,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128875,
+ "salary_currency": "USD",
+ "salary_in_usd": 128875,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93700,
+ "salary_currency": "USD",
+ "salary_in_usd": 93700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 136260,
+ "salary_currency": "USD",
+ "salary_in_usd": 136260,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109280,
+ "salary_currency": "USD",
+ "salary_in_usd": 109280,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 92000,
+ "salary_currency": "USD",
+ "salary_in_usd": 92000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 135446,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 104663,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 117000,
+ "salary_currency": "USD",
+ "salary_in_usd": 117000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99450,
+ "salary_currency": "USD",
+ "salary_in_usd": 99450,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 86000,
+ "salary_currency": "USD",
+ "salary_in_usd": 86000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 1000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 13493,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 1000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 13493,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 119300,
+ "salary_currency": "USD",
+ "salary_in_usd": 119300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 25000,
+ "salary_currency": "USD",
+ "salary_in_usd": 25000,
+ "employee_residence": "TR",
+ "remote_ratio": 50,
+ "company_location": "TR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 65257,
+ "employee_residence": "SG",
+ "remote_ratio": 50,
+ "company_location": "SG",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150075,
+ "salary_currency": "USD",
+ "salary_in_usd": 150075,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110925,
+ "salary_currency": "USD",
+ "salary_in_usd": 110925,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 22800,
+ "salary_currency": "USD",
+ "salary_in_usd": 22800,
+ "employee_residence": "EG",
+ "remote_ratio": 100,
+ "company_location": "EG",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 92000,
+ "salary_currency": "USD",
+ "salary_in_usd": 92000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 202900,
+ "salary_currency": "USD",
+ "salary_in_usd": 202900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 131300,
+ "salary_currency": "USD",
+ "salary_in_usd": 131300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 20000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 22809,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 15000,
+ "salary_currency": "USD",
+ "salary_in_usd": 15000,
+ "employee_residence": "ID",
+ "remote_ratio": 0,
+ "company_location": "ID",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 193000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 133766,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 83000,
+ "salary_currency": "USD",
+ "salary_in_usd": 83000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 186000,
+ "salary_currency": "USD",
+ "salary_in_usd": 186000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 148800,
+ "salary_currency": "USD",
+ "salary_in_usd": 148800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 300000,
+ "salary_currency": "USD",
+ "salary_in_usd": 300000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 62500,
+ "salary_currency": "EUR",
+ "salary_in_usd": 65666,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 95000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 116976,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 105400,
+ "salary_currency": "USD",
+ "salary_in_usd": 105400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 43200,
+ "salary_currency": "EUR",
+ "salary_in_usd": 49268,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110820,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 215300,
+ "salary_currency": "USD",
+ "salary_in_usd": 215300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 158200,
+ "salary_currency": "USD",
+ "salary_in_usd": 158200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 209100,
+ "salary_currency": "USD",
+ "salary_in_usd": 209100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 164000,
+ "salary_currency": "USD",
+ "salary_in_usd": 164000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 132000,
+ "salary_currency": "USD",
+ "salary_in_usd": 132000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123000,
+ "salary_currency": "USD",
+ "salary_in_usd": 123000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 189650,
+ "salary_currency": "USD",
+ "salary_in_usd": 189650,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 164996,
+ "salary_currency": "USD",
+ "salary_in_usd": 164996,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "GR",
+ "remote_ratio": 0,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ETL Developer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "GR",
+ "remote_ratio": 0,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 150000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 115222,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165400,
+ "salary_currency": "USD",
+ "salary_in_usd": 165400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132320,
+ "salary_currency": "USD",
+ "salary_in_usd": 132320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 208775,
+ "salary_currency": "USD",
+ "salary_in_usd": 208775,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 147800,
+ "salary_currency": "USD",
+ "salary_in_usd": 147800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 136994,
+ "salary_currency": "USD",
+ "salary_in_usd": 136994,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 101570,
+ "salary_currency": "USD",
+ "salary_in_usd": 101570,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 128875,
+ "salary_currency": "USD",
+ "salary_in_usd": 128875,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93700,
+ "salary_currency": "USD",
+ "salary_in_usd": 93700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Machine Learning",
+ "salary": 6000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 76309,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 28500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 35093,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 183600,
+ "salary_currency": "USD",
+ "salary_in_usd": 183600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100800,
+ "salary_currency": "USD",
+ "salary_in_usd": 100800,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 36940,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42026,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 98506,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 73546,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 189650,
+ "salary_currency": "USD",
+ "salary_in_usd": 189650,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 164996,
+ "salary_currency": "USD",
+ "salary_in_usd": 164996,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42026,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 92350,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 215300,
+ "salary_currency": "USD",
+ "salary_in_usd": 215300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140400,
+ "salary_currency": "USD",
+ "salary_in_usd": 140400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 67723,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43096,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63040,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47280,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 55410,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 43200,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51064,
+ "employee_residence": "IT",
+ "remote_ratio": 50,
+ "company_location": "IT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "AR",
+ "remote_ratio": 100,
+ "company_location": "MX",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 82900,
+ "salary_currency": "USD",
+ "salary_in_usd": 82900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 63900,
+ "salary_currency": "USD",
+ "salary_in_usd": 63900,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 112300,
+ "salary_currency": "USD",
+ "salary_in_usd": 112300,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 241000,
+ "salary_currency": "USD",
+ "salary_in_usd": 241000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 159000,
+ "salary_currency": "USD",
+ "salary_in_usd": 159000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 58000,
+ "salary_currency": "USD",
+ "salary_in_usd": 58000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 58000,
+ "salary_currency": "USD",
+ "salary_in_usd": 58000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 136000,
+ "salary_currency": "USD",
+ "salary_in_usd": 136000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 108800,
+ "salary_currency": "USD",
+ "salary_in_usd": 108800,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 242000,
+ "salary_currency": "USD",
+ "salary_in_usd": 242000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 30000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 36940,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165220,
+ "salary_currency": "USD",
+ "salary_in_usd": 165220,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120160,
+ "salary_currency": "USD",
+ "salary_in_usd": 120160,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 124190,
+ "salary_currency": "USD",
+ "salary_in_usd": 124190,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 181940,
+ "salary_currency": "USD",
+ "salary_in_usd": 181940,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132320,
+ "salary_currency": "USD",
+ "salary_in_usd": 132320,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220110,
+ "salary_currency": "USD",
+ "salary_in_usd": 220110,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160080,
+ "salary_currency": "USD",
+ "salary_in_usd": 160080,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 126500,
+ "salary_currency": "USD",
+ "salary_in_usd": 126500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106260,
+ "salary_currency": "USD",
+ "salary_in_usd": 106260,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 116000,
+ "salary_currency": "USD",
+ "salary_in_usd": 116000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 120600,
+ "salary_currency": "USD",
+ "salary_in_usd": 120600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 84900,
+ "salary_currency": "USD",
+ "salary_in_usd": 84900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 136620,
+ "salary_currency": "USD",
+ "salary_in_usd": 136620,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 99360,
+ "salary_currency": "USD",
+ "salary_in_usd": 99360,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110820,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 98506,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 146000,
+ "salary_currency": "USD",
+ "salary_in_usd": 146000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123000,
+ "salary_currency": "USD",
+ "salary_in_usd": 123000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 40000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 49253,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43096,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 161342,
+ "salary_currency": "USD",
+ "salary_in_usd": 161342,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 137141,
+ "salary_currency": "USD",
+ "salary_in_usd": 137141,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 167000,
+ "salary_currency": "USD",
+ "salary_in_usd": 167000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 123000,
+ "salary_currency": "USD",
+ "salary_in_usd": 123000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 73880,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 211500,
+ "salary_currency": "USD",
+ "salary_in_usd": 211500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 138600,
+ "salary_currency": "USD",
+ "salary_in_usd": 138600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 192400,
+ "salary_currency": "USD",
+ "salary_in_usd": 192400,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 90700,
+ "salary_currency": "USD",
+ "salary_in_usd": 90700,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 61300,
+ "salary_currency": "USD",
+ "salary_in_usd": 61300,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 61300,
+ "salary_currency": "USD",
+ "salary_in_usd": 61300,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 113000,
+ "salary_currency": "USD",
+ "salary_in_usd": 113000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 95550,
+ "salary_currency": "USD",
+ "salary_in_usd": 95550,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 167000,
+ "salary_currency": "USD",
+ "salary_in_usd": 167000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115500,
+ "salary_currency": "USD",
+ "salary_in_usd": 115500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165400,
+ "salary_currency": "USD",
+ "salary_in_usd": 165400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 132320,
+ "salary_currency": "USD",
+ "salary_in_usd": 132320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 243900,
+ "salary_currency": "USD",
+ "salary_in_usd": 243900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 156600,
+ "salary_currency": "USD",
+ "salary_in_usd": 156600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 136600,
+ "salary_currency": "USD",
+ "salary_in_usd": 136600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 109280,
+ "salary_currency": "USD",
+ "salary_in_usd": 109280,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 128875,
+ "salary_currency": "USD",
+ "salary_in_usd": 128875,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 93700,
+ "salary_currency": "USD",
+ "salary_in_usd": 93700,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 224000,
+ "salary_currency": "USD",
+ "salary_in_usd": 224000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 167875,
+ "salary_currency": "USD",
+ "salary_in_usd": 167875,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 175000,
+ "salary_currency": "USD",
+ "salary_in_usd": 175000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 209100,
+ "salary_currency": "USD",
+ "salary_in_usd": 209100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154600,
+ "salary_currency": "USD",
+ "salary_in_usd": 154600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205300,
+ "salary_currency": "USD",
+ "salary_in_usd": 205300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140400,
+ "salary_currency": "USD",
+ "salary_in_usd": 140400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 176000,
+ "salary_currency": "USD",
+ "salary_in_usd": 176000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200100,
+ "salary_currency": "USD",
+ "salary_in_usd": 200100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70500,
+ "salary_currency": "USD",
+ "salary_in_usd": 70500,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 54000,
+ "salary_currency": "USD",
+ "salary_in_usd": 54000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 205300,
+ "salary_currency": "USD",
+ "salary_in_usd": 205300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140400,
+ "salary_currency": "USD",
+ "salary_in_usd": 140400,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 205300,
+ "salary_currency": "USD",
+ "salary_in_usd": 205300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Analytics Engineer",
+ "salary": 184700,
+ "salary_currency": "USD",
+ "salary_in_usd": 184700,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 175100,
+ "salary_currency": "USD",
+ "salary_in_usd": 175100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140250,
+ "salary_currency": "USD",
+ "salary_in_usd": 140250,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 116150,
+ "salary_currency": "USD",
+ "salary_in_usd": 116150,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99050,
+ "salary_currency": "USD",
+ "salary_in_usd": 99050,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 145000,
+ "salary_currency": "USD",
+ "salary_in_usd": 145000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 112900,
+ "salary_currency": "USD",
+ "salary_in_usd": 112900,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90320,
+ "salary_currency": "USD",
+ "salary_in_usd": 90320,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 214000,
+ "salary_currency": "USD",
+ "salary_in_usd": 214000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 192600,
+ "salary_currency": "USD",
+ "salary_in_usd": 192600,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 266400,
+ "salary_currency": "USD",
+ "salary_in_usd": 266400,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 213120,
+ "salary_currency": "USD",
+ "salary_in_usd": 213120,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 155000,
+ "salary_currency": "USD",
+ "salary_in_usd": 155000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 141300,
+ "salary_currency": "USD",
+ "salary_in_usd": 141300,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 102100,
+ "salary_currency": "USD",
+ "salary_in_usd": 102100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 115934,
+ "salary_currency": "USD",
+ "salary_in_usd": 115934,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 81666,
+ "salary_currency": "USD",
+ "salary_in_usd": 81666,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 206699,
+ "salary_currency": "USD",
+ "salary_in_usd": 206699,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 99100,
+ "salary_currency": "USD",
+ "salary_in_usd": 99100,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110500,
+ "salary_currency": "USD",
+ "salary_in_usd": 110500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61566,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 35000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 43096,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 192564,
+ "salary_currency": "USD",
+ "salary_in_usd": 192564,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 144854,
+ "salary_currency": "USD",
+ "salary_in_usd": 144854,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 150260,
+ "salary_currency": "USD",
+ "salary_in_usd": 150260,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 109280,
+ "salary_currency": "USD",
+ "salary_in_usd": 109280,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 67000,
+ "salary_currency": "USD",
+ "salary_in_usd": 67000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 52000,
+ "salary_currency": "USD",
+ "salary_in_usd": 52000,
+ "employee_residence": "CA",
+ "remote_ratio": 0,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 154000,
+ "salary_currency": "USD",
+ "salary_in_usd": 154000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 126000,
+ "salary_currency": "USD",
+ "salary_in_usd": 126000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 129000,
+ "salary_currency": "USD",
+ "salary_in_usd": 129000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 99000,
+ "salary_currency": "USD",
+ "salary_in_usd": 99000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 69000,
+ "salary_currency": "USD",
+ "salary_in_usd": 69000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 150075,
+ "salary_currency": "USD",
+ "salary_in_usd": 150075,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 110925,
+ "salary_currency": "USD",
+ "salary_in_usd": 110925,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 25000,
+ "salary_currency": "USD",
+ "salary_in_usd": 25000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 126500,
+ "salary_currency": "USD",
+ "salary_in_usd": 126500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 106260,
+ "salary_currency": "USD",
+ "salary_in_usd": 106260,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 220110,
+ "salary_currency": "USD",
+ "salary_in_usd": 220110,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 160080,
+ "salary_currency": "USD",
+ "salary_in_usd": 160080,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 140000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 172386,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 86193,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "AE",
+ "remote_ratio": 100,
+ "company_location": "AE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "AE",
+ "remote_ratio": 100,
+ "company_location": "AE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 324000,
+ "salary_currency": "USD",
+ "salary_in_usd": 324000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 216000,
+ "salary_currency": "USD",
+ "salary_in_usd": 216000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 210000,
+ "salary_currency": "USD",
+ "salary_in_usd": 210000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 185100,
+ "salary_currency": "USD",
+ "salary_in_usd": 185100,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 104890,
+ "salary_currency": "USD",
+ "salary_in_usd": 104890,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 100000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 76814,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Manager",
+ "salary": 157000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 117104,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 250000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 192037,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 1400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17805,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 30523,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 53000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 55685,
+ "employee_residence": "PT",
+ "remote_ratio": 50,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "PT",
+ "job_title": "Data Engineer",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 52533,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 17805,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "BO",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 157000,
+ "salary_currency": "USD",
+ "salary_in_usd": 157000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 90000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 69133,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "USD",
+ "salary_in_usd": 65000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68293,
+ "employee_residence": "IE",
+ "remote_ratio": 100,
+ "company_location": "IE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 109000,
+ "salary_currency": "USD",
+ "salary_in_usd": 109000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 88000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 67597,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "LU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 87000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 102839,
+ "employee_residence": "SI",
+ "remote_ratio": 100,
+ "company_location": "SI",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "MY",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 66500,
+ "salary_currency": "CAD",
+ "salary_in_usd": 51081,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 78000,
+ "salary_currency": "USD",
+ "salary_in_usd": 78000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 121000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 83864,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 40000,
+ "salary_currency": "USD",
+ "salary_in_usd": 40000,
+ "employee_residence": "JP",
+ "remote_ratio": 100,
+ "company_location": "MY",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 30000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 31520,
+ "employee_residence": "EE",
+ "remote_ratio": 100,
+ "company_location": "EE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 57000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59888,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 54742,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 85000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 89306,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "AUD",
+ "salary_in_usd": 83171,
+ "employee_residence": "AU",
+ "remote_ratio": 50,
+ "company_location": "AU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 100000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 76814,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 33609,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Principal Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "HN",
+ "remote_ratio": 0,
+ "company_location": "HN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "CT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 29000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 30469,
+ "employee_residence": "TN",
+ "remote_ratio": 100,
+ "company_location": "CZ",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 69999,
+ "salary_currency": "USD",
+ "salary_in_usd": 69999,
+ "employee_residence": "CZ",
+ "remote_ratio": 50,
+ "company_location": "CZ",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 52800,
+ "salary_currency": "EUR",
+ "salary_in_usd": 55475,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 59000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 61989,
+ "employee_residence": "AT",
+ "remote_ratio": 0,
+ "company_location": "AT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 152500,
+ "salary_currency": "USD",
+ "salary_in_usd": 152500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Lead",
+ "salary": 405000,
+ "salary_currency": "USD",
+ "salary_in_usd": 405000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 240000,
+ "salary_currency": "USD",
+ "salary_in_usd": 240000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 380000,
+ "salary_currency": "USD",
+ "salary_in_usd": 380000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115000,
+ "salary_currency": "CHF",
+ "salary_in_usd": 120402,
+ "employee_residence": "CH",
+ "remote_ratio": 0,
+ "company_location": "CH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 177000,
+ "salary_currency": "USD",
+ "salary_in_usd": 177000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 62000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 65141,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 48000,
+ "salary_currency": "USD",
+ "salary_in_usd": 48000,
+ "employee_residence": "RU",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "PK",
+ "remote_ratio": 0,
+ "company_location": "PK",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 220000,
+ "salary_currency": "USD",
+ "salary_in_usd": 220000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 8500000,
+ "salary_currency": "JPY",
+ "salary_in_usd": 77364,
+ "employee_residence": "JP",
+ "remote_ratio": 50,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 7000000,
+ "salary_currency": "JPY",
+ "salary_in_usd": 63711,
+ "employee_residence": "JP",
+ "remote_ratio": 50,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "AU",
+ "remote_ratio": 100,
+ "company_location": "AU",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "DZ",
+ "remote_ratio": 50,
+ "company_location": "DZ",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 148000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 155499,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 24000,
+ "salary_currency": "USD",
+ "salary_in_usd": 24000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 38400,
+ "salary_currency": "USD",
+ "salary_in_usd": 38400,
+ "employee_residence": "VN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Financial Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 82500,
+ "salary_currency": "USD",
+ "salary_in_usd": 82500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 42000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 49646,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 3000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 40570,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 84053,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 700000,
+ "salary_currency": "INR",
+ "salary_in_usd": 9466,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Analyst",
+ "salary": 8760,
+ "salary_currency": "EUR",
+ "salary_in_usd": 10354,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 80000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 110037,
+ "employee_residence": "GB",
+ "remote_ratio": 0,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2022,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 20000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 21013,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "RO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Developer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "IQ",
+ "remote_ratio": 50,
+ "company_location": "IQ",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 82744,
+ "employee_residence": "BE",
+ "remote_ratio": 50,
+ "company_location": "BE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 51999,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59303,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 53000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 62649,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 82528,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 110000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 130026,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 54000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63831,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 68428,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "RU",
+ "remote_ratio": 0,
+ "company_location": "RU",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 230000,
+ "salary_currency": "USD",
+ "salary_in_usd": 230000,
+ "employee_residence": "RU",
+ "remote_ratio": 50,
+ "company_location": "RU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 450000,
+ "salary_currency": "USD",
+ "salary_in_usd": 450000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 41000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 46759,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 74130,
+ "employee_residence": "AT",
+ "remote_ratio": 50,
+ "company_location": "AT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 159500,
+ "salary_currency": "CAD",
+ "salary_in_usd": 127221,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 144000,
+ "salary_currency": "USD",
+ "salary_in_usd": 144000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 13400,
+ "salary_currency": "USD",
+ "salary_in_usd": 13400,
+ "employee_residence": "UA",
+ "remote_ratio": 100,
+ "company_location": "UA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 95000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 75774,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 103000,
+ "salary_currency": "USD",
+ "salary_in_usd": 103000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 153000,
+ "salary_currency": "USD",
+ "salary_in_usd": 153000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "AI Scientist",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "PK",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "PT",
+ "job_title": "3D Computer Vision Researcher",
+ "salary": 400000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5409,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "CT",
+ "job_title": "ML Engineer",
+ "salary": 270000,
+ "salary_currency": "USD",
+ "salary_in_usd": 270000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Data Scientist",
+ "salary": 68000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 54238,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47282,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 130000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 153667,
+ "employee_residence": "IT",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 28476,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 82528,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 250000,
+ "salary_currency": "USD",
+ "salary_in_usd": 250000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59102,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "BG",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 10000,
+ "salary_currency": "USD",
+ "salary_in_usd": 10000,
+ "employee_residence": "NG",
+ "remote_ratio": 100,
+ "company_location": "NG",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 138000,
+ "salary_currency": "USD",
+ "salary_in_usd": 138000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 67000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 79197,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45760,
+ "salary_currency": "USD",
+ "salary_in_usd": 45760,
+ "employee_residence": "PH",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 53192,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Head of Data",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 79833,
+ "employee_residence": "ES",
+ "remote_ratio": 50,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 76833,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 44000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 50180,
+ "employee_residence": "PT",
+ "remote_ratio": 0,
+ "company_location": "PT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Marketing Data Analyst",
+ "salary": 75000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 88654,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "DK",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 75000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 103160,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 82500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 113476,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 94564,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 2250000,
+ "salary_currency": "INR",
+ "salary_in_usd": 30428,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 235000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 187442,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 37456,
+ "salary_currency": "GBP",
+ "salary_in_usd": 51519,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 106000,
+ "salary_currency": "USD",
+ "salary_in_usd": 106000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 88000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 112872,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 11000000,
+ "salary_currency": "HUF",
+ "salary_in_usd": 36259,
+ "employee_residence": "HU",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "ML Engineer",
+ "salary": 14000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 15966,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 81000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 95746,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Software Engineer",
+ "salary": 70000,
+ "salary_currency": "USD",
+ "salary_in_usd": 70000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 60000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 76958,
+ "employee_residence": "GB",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Cloud Data Engineer",
+ "salary": 120000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 89294,
+ "employee_residence": "SG",
+ "remote_ratio": 50,
+ "company_location": "SG",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2200000,
+ "salary_currency": "INR",
+ "salary_in_usd": 29751,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 276000,
+ "salary_currency": "USD",
+ "salary_in_usd": 276000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 188000,
+ "salary_currency": "USD",
+ "salary_in_usd": 188000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Cloud Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 174000,
+ "salary_currency": "USD",
+ "salary_in_usd": 174000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 93000,
+ "salary_currency": "USD",
+ "salary_in_usd": 93000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2100000,
+ "salary_currency": "INR",
+ "salary_in_usd": 28399,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 51400,
+ "salary_currency": "EUR",
+ "salary_in_usd": 60757,
+ "employee_residence": "PT",
+ "remote_ratio": 50,
+ "company_location": "PT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 61500,
+ "salary_currency": "EUR",
+ "salary_in_usd": 70139,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 450000,
+ "salary_currency": "INR",
+ "salary_in_usd": 6072,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 720000,
+ "salary_currency": "MXN",
+ "salary_in_usd": 33511,
+ "employee_residence": "MX",
+ "remote_ratio": 0,
+ "company_location": "MX",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Analyst",
+ "salary": 170000,
+ "salary_currency": "USD",
+ "salary_in_usd": 170000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 70000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 96282,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 108000,
+ "salary_currency": "TRY",
+ "salary_in_usd": 12103,
+ "employee_residence": "TR",
+ "remote_ratio": 0,
+ "company_location": "TR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 31000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 36643,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 52500,
+ "salary_currency": "GBP",
+ "salary_in_usd": 72212,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 91000,
+ "salary_currency": "USD",
+ "salary_in_usd": 91000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Architect",
+ "salary": 125000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 99703,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 80000,
+ "salary_currency": "USD",
+ "salary_in_usd": 80000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 103691,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 1600000,
+ "salary_currency": "INR",
+ "salary_in_usd": 21637,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 42000,
+ "salary_currency": "USD",
+ "salary_in_usd": 42000,
+ "employee_residence": "NL",
+ "remote_ratio": 50,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "AE",
+ "remote_ratio": 0,
+ "company_location": "AE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 80000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 63810,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 260000,
+ "salary_currency": "USD",
+ "salary_in_usd": 260000,
+ "employee_residence": "JP",
+ "remote_ratio": 0,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Head of Data Science",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Architect",
+ "salary": 180000,
+ "salary_currency": "USD",
+ "salary_in_usd": 180000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 109024,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "ML Engineer",
+ "salary": 256000,
+ "salary_currency": "USD",
+ "salary_in_usd": 256000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 70000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 79833,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 72500,
+ "salary_currency": "USD",
+ "salary_in_usd": 72500,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "PT",
+ "job_title": "Data Engineer",
+ "salary": 59000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69741,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "JE",
+ "remote_ratio": 0,
+ "company_location": "CN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 112000,
+ "salary_currency": "USD",
+ "salary_in_usd": 112000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 150000,
+ "salary_currency": "USD",
+ "salary_in_usd": 150000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 180000,
+ "salary_currency": "TRY",
+ "salary_in_usd": 20171,
+ "employee_residence": "TR",
+ "remote_ratio": 50,
+ "company_location": "TR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 55000,
+ "salary_currency": "USD",
+ "salary_in_usd": 55000,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 58000,
+ "salary_currency": "USD",
+ "salary_in_usd": 58000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 65720,
+ "salary_currency": "EUR",
+ "salary_in_usd": 77684,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 76833,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "CT",
+ "job_title": "Staff Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 72000,
+ "salary_currency": "USD",
+ "salary_in_usd": 72000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 65013,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 250000,
+ "salary_currency": "TRY",
+ "salary_in_usd": 28016,
+ "employee_residence": "TR",
+ "remote_ratio": 100,
+ "company_location": "TR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 111775,
+ "salary_currency": "USD",
+ "salary_in_usd": 111775,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 93150,
+ "salary_currency": "USD",
+ "salary_in_usd": 93150,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "PR",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 21600,
+ "salary_currency": "EUR",
+ "salary_in_usd": 25532,
+ "employee_residence": "RS",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 4900000,
+ "salary_currency": "INR",
+ "salary_in_usd": 66265,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 1250000,
+ "salary_currency": "INR",
+ "salary_in_usd": 16904,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 54000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 63831,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Scientist",
+ "salary": 190000,
+ "salary_currency": "USD",
+ "salary_in_usd": 190000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 120000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 141846,
+ "employee_residence": "DE",
+ "remote_ratio": 0,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 1200000,
+ "salary_currency": "INR",
+ "salary_in_usd": 16228,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 90000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 71786,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 11000000,
+ "salary_currency": "HUF",
+ "salary_in_usd": 35735,
+ "employee_residence": "HU",
+ "remote_ratio": 50,
+ "company_location": "HU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 21000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 24823,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 4000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 54094,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 1799997,
+ "salary_currency": "INR",
+ "salary_in_usd": 24342,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 9272,
+ "salary_currency": "USD",
+ "salary_in_usd": 9272,
+ "employee_residence": "KE",
+ "remote_ratio": 100,
+ "company_location": "KE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 147000,
+ "salary_currency": "USD",
+ "salary_in_usd": 147000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 120500,
+ "salary_currency": "CAD",
+ "salary_in_usd": 96113,
+ "employee_residence": "CA",
+ "remote_ratio": 50,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 174000,
+ "salary_currency": "USD",
+ "salary_in_usd": 174000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 135000,
+ "salary_currency": "USD",
+ "salary_in_usd": 135000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 21844,
+ "salary_currency": "USD",
+ "salary_in_usd": 21844,
+ "employee_residence": "CO",
+ "remote_ratio": 50,
+ "company_location": "CO",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 125000,
+ "salary_currency": "USD",
+ "salary_in_usd": 125000,
+ "employee_residence": "NZ",
+ "remote_ratio": 50,
+ "company_location": "NZ",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 45000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 51321,
+ "employee_residence": "FR",
+ "remote_ratio": 0,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 3000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 40481,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 59000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 69741,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Engineer",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "VN",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 35000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 39916,
+ "employee_residence": "FR",
+ "remote_ratio": 0,
+ "company_location": "FR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 87000,
+ "salary_currency": "USD",
+ "salary_in_usd": 87000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 22000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 26005,
+ "employee_residence": "RO",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 76760,
+ "salary_currency": "EUR",
+ "salary_in_usd": 90734,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 1672000,
+ "salary_currency": "INR",
+ "salary_in_usd": 22611,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 420000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5679,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 81000,
+ "salary_currency": "USD",
+ "salary_in_usd": 81000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 30400000,
+ "salary_currency": "CLP",
+ "salary_in_usd": 40038,
+ "employee_residence": "CL",
+ "remote_ratio": 100,
+ "company_location": "CL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 90000,
+ "salary_currency": "USD",
+ "salary_in_usd": 90000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 52000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 61467,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "AT",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "salary": 195000,
+ "salary_currency": "USD",
+ "salary_in_usd": 195000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 32000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 37825,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 85000,
+ "salary_currency": "USD",
+ "salary_in_usd": 85000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EX",
+ "employment_type": "CT",
+ "job_title": "Principal Data Scientist",
+ "salary": 416000,
+ "salary_currency": "USD",
+ "salary_in_usd": 416000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Scientist",
+ "salary": 225000,
+ "salary_currency": "USD",
+ "salary_in_usd": 225000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 40900,
+ "salary_currency": "GBP",
+ "salary_in_usd": 56256,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 2500000,
+ "salary_currency": "INR",
+ "salary_in_usd": 33808,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 85000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 116914,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 180000,
+ "salary_currency": "PLN",
+ "salary_in_usd": 46597,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "PL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 8000,
+ "salary_currency": "USD",
+ "salary_in_usd": 8000,
+ "employee_residence": "PK",
+ "remote_ratio": 50,
+ "company_location": "PK",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 4450000,
+ "salary_currency": "JPY",
+ "salary_in_usd": 41689,
+ "employee_residence": "JP",
+ "remote_ratio": 100,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 100000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 114047,
+ "employee_residence": "PL",
+ "remote_ratio": 100,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 75000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 88654,
+ "employee_residence": "BE",
+ "remote_ratio": 100,
+ "company_location": "BE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Science Consultant",
+ "salary": 423000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5707,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Engineer",
+ "salary": 56000,
+ "salary_currency": "USD",
+ "salary_in_usd": 56000,
+ "employee_residence": "PT",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 180000,
+ "salary_currency": "DKK",
+ "salary_in_usd": 28609,
+ "employee_residence": "DK",
+ "remote_ratio": 50,
+ "company_location": "DK",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 75000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 88654,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Product Data Analyst",
+ "salary": 450000,
+ "salary_currency": "INR",
+ "salary_in_usd": 6072,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 42000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 47899,
+ "employee_residence": "GR",
+ "remote_ratio": 50,
+ "company_location": "GR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "BI Data Analyst",
+ "salary": 98000,
+ "salary_currency": "USD",
+ "salary_in_usd": 98000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 48000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 66022,
+ "employee_residence": "HK",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 48000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 56738,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 21000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 24823,
+ "employee_residence": "SI",
+ "remote_ratio": 50,
+ "company_location": "SI",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Data Engineer",
+ "salary": 20000,
+ "salary_currency": "USD",
+ "salary_in_usd": 20000,
+ "employee_residence": "IT",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EX",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 325000,
+ "salary_currency": "USD",
+ "salary_in_usd": 325000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 200000,
+ "salary_currency": "USD",
+ "salary_in_usd": 200000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 300000,
+ "salary_currency": "DKK",
+ "salary_in_usd": 45896,
+ "employee_residence": "DK",
+ "remote_ratio": 50,
+ "company_location": "DK",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "USD",
+ "salary_in_usd": 160000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Research Scientist",
+ "salary": 50000,
+ "salary_currency": "USD",
+ "salary_in_usd": 50000,
+ "employee_residence": "FR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Science Engineer",
+ "salary": 34000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 40189,
+ "employee_residence": "GR",
+ "remote_ratio": 100,
+ "company_location": "GR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 69600,
+ "salary_currency": "BRL",
+ "salary_in_usd": 12901,
+ "employee_residence": "BR",
+ "remote_ratio": 0,
+ "company_location": "BR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 435000,
+ "salary_currency": "INR",
+ "salary_in_usd": 5882,
+ "employee_residence": "IN",
+ "remote_ratio": 0,
+ "company_location": "CH",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 37000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 42197,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "FR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Engineer",
+ "salary": 185000,
+ "salary_currency": "USD",
+ "salary_in_usd": 185000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 62726,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 76760,
+ "salary_currency": "EUR",
+ "salary_in_usd": 90734,
+ "employee_residence": "DE",
+ "remote_ratio": 50,
+ "company_location": "DE",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "Data Scientist",
+ "salary": 19000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 21669,
+ "employee_residence": "IT",
+ "remote_ratio": 50,
+ "company_location": "IT",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 110000,
+ "salary_currency": "USD",
+ "salary_in_usd": 110000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Analytics Manager",
+ "salary": 140000,
+ "salary_currency": "USD",
+ "salary_in_usd": 140000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 120000,
+ "salary_currency": "USD",
+ "salary_in_usd": 120000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 110000,
+ "salary_currency": "CAD",
+ "salary_in_usd": 87738,
+ "employee_residence": "CA",
+ "remote_ratio": 100,
+ "company_location": "CA",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Finance Data Analyst",
+ "salary": 45000,
+ "salary_currency": "GBP",
+ "salary_in_usd": 61896,
+ "employee_residence": "GB",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FL",
+ "job_title": "Machine Learning Scientist",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "PK",
+ "remote_ratio": 50,
+ "company_location": "PK",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 65000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 76833,
+ "employee_residence": "RO",
+ "remote_ratio": 50,
+ "company_location": "GB",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 74000,
+ "salary_currency": "USD",
+ "salary_in_usd": 74000,
+ "employee_residence": "JP",
+ "remote_ratio": 50,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 152000,
+ "salary_currency": "USD",
+ "salary_in_usd": 152000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "FR",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Big Data Engineer",
+ "salary": 18000,
+ "salary_currency": "USD",
+ "salary_in_usd": 18000,
+ "employee_residence": "MD",
+ "remote_ratio": 0,
+ "company_location": "MD",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FL",
+ "job_title": "Computer Vision Engineer",
+ "salary": 60000,
+ "salary_currency": "USD",
+ "salary_in_usd": 60000,
+ "employee_residence": "RU",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 130000,
+ "salary_currency": "USD",
+ "salary_in_usd": 130000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Computer Vision Engineer",
+ "salary": 102000,
+ "salary_currency": "BRL",
+ "salary_in_usd": 18907,
+ "employee_residence": "BR",
+ "remote_ratio": 0,
+ "company_location": "BR",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Business Data Analyst",
+ "salary": 50000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 59102,
+ "employee_residence": "LU",
+ "remote_ratio": 100,
+ "company_location": "LU",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 147000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 173762,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 130000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 148261,
+ "employee_residence": "DE",
+ "remote_ratio": 100,
+ "company_location": "DE",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 34000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 38776,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 39600,
+ "salary_currency": "EUR",
+ "salary_in_usd": 46809,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "ES",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "AI Scientist",
+ "salary": 1335000,
+ "salary_currency": "INR",
+ "salary_in_usd": 18053,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "AS",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 80000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 91237,
+ "employee_residence": "AT",
+ "remote_ratio": 0,
+ "company_location": "AT",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 55000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 62726,
+ "employee_residence": "FR",
+ "remote_ratio": 50,
+ "company_location": "LU",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 115000,
+ "salary_currency": "USD",
+ "salary_in_usd": 115000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 235000,
+ "salary_currency": "USD",
+ "salary_in_usd": 235000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Lead Data Analyst",
+ "salary": 1450000,
+ "salary_currency": "INR",
+ "salary_in_usd": 19609,
+ "employee_residence": "IN",
+ "remote_ratio": 100,
+ "company_location": "IN",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "EN",
+ "employment_type": "PT",
+ "job_title": "AI Scientist",
+ "salary": 12000,
+ "salary_currency": "USD",
+ "salary_in_usd": 12000,
+ "employee_residence": "BR",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 75000,
+ "salary_currency": "USD",
+ "salary_in_usd": 75000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Analyst",
+ "salary": 62000,
+ "salary_currency": "USD",
+ "salary_in_usd": 62000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 73000,
+ "salary_currency": "USD",
+ "salary_in_usd": 73000,
+ "employee_residence": "US",
+ "remote_ratio": 0,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 38400,
+ "salary_currency": "EUR",
+ "salary_in_usd": 45391,
+ "employee_residence": "NL",
+ "remote_ratio": 100,
+ "company_location": "NL",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 190200,
+ "salary_currency": "USD",
+ "salary_in_usd": 190200,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 118000,
+ "salary_currency": "USD",
+ "salary_in_usd": 118000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 138350,
+ "salary_currency": "USD",
+ "salary_in_usd": 138350,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 130800,
+ "salary_currency": "USD",
+ "salary_in_usd": 130800,
+ "employee_residence": "ES",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Machine Learning Engineer",
+ "salary": 40000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 45618,
+ "employee_residence": "HR",
+ "remote_ratio": 100,
+ "company_location": "HR",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Director of Data Science",
+ "salary": 168000,
+ "salary_currency": "USD",
+ "salary_in_usd": 168000,
+ "employee_residence": "JP",
+ "remote_ratio": 0,
+ "company_location": "JP",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 160000,
+ "salary_currency": "SGD",
+ "salary_in_usd": 119059,
+ "employee_residence": "SG",
+ "remote_ratio": 100,
+ "company_location": "IL",
+ "company_size": "M"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Applied Machine Learning Scientist",
+ "salary": 423000,
+ "salary_currency": "USD",
+ "salary_in_usd": 423000,
+ "employee_residence": "US",
+ "remote_ratio": 50,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Data Engineer",
+ "salary": 24000,
+ "salary_currency": "EUR",
+ "salary_in_usd": 28369,
+ "employee_residence": "MT",
+ "remote_ratio": 50,
+ "company_location": "MT",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Specialist",
+ "salary": 165000,
+ "salary_currency": "USD",
+ "salary_in_usd": 165000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 412000,
+ "salary_currency": "USD",
+ "salary_in_usd": 412000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "MI",
+ "employment_type": "FT",
+ "job_title": "Principal Data Scientist",
+ "salary": 151000,
+ "salary_currency": "USD",
+ "salary_in_usd": 151000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "FT",
+ "job_title": "Data Scientist",
+ "salary": 105000,
+ "salary_currency": "USD",
+ "salary_in_usd": 105000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "S"
+ },
+ {
+ "work_year": 2020,
+ "experience_level": "EN",
+ "employment_type": "CT",
+ "job_title": "Business Data Analyst",
+ "salary": 100000,
+ "salary_currency": "USD",
+ "salary_in_usd": 100000,
+ "employee_residence": "US",
+ "remote_ratio": 100,
+ "company_location": "US",
+ "company_size": "L"
+ },
+ {
+ "work_year": 2021,
+ "experience_level": "SE",
+ "employment_type": "FT",
+ "job_title": "Data Science Manager",
+ "salary": 7000000,
+ "salary_currency": "INR",
+ "salary_in_usd": 94665,
+ "employee_residence": "IN",
+ "remote_ratio": 50,
+ "company_location": "IN",
+ "company_size": "L"
+ }
+]
\ No newline at end of file
diff --git a/Homework2/suchao/VanillaJS-Template/data/job_title_count.json b/Homework2/suchao/VanillaJS-Template/data/job_title_count.json
new file mode 100644
index 0000000..08f31ef
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/data/job_title_count.json
@@ -0,0 +1,376 @@
+{
+ "data":[
+ {
+ "job_title": "Principal Data Scientist",
+ "job_title_count": 8
+ },
+ {
+ "job_title": "ML Engineer",
+ "job_title_count": 34
+ },
+ {
+ "job_title": "Data Scientist",
+ "job_title_count": 840
+ },
+ {
+ "job_title": "Applied Scientist",
+ "job_title_count": 58
+ },
+ {
+ "job_title": "Data Analyst",
+ "job_title_count": 612
+ },
+ {
+ "job_title": "Data Modeler",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Research Engineer",
+ "job_title_count": 37
+ },
+ {
+ "job_title": "Analytics Engineer",
+ "job_title_count": 103
+ },
+ {
+ "job_title": "Business Intelligence Engineer",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "Machine Learning Engineer",
+ "job_title_count": 289
+ },
+ {
+ "job_title": "Data Strategist",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Engineer",
+ "job_title_count": 1040
+ },
+ {
+ "job_title": "Computer Vision Engineer",
+ "job_title_count": 18
+ },
+ {
+ "job_title": "Data Quality Analyst",
+ "job_title_count": 7
+ },
+ {
+ "job_title": "Compliance Data Analyst",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Architect",
+ "job_title_count": 101
+ },
+ {
+ "job_title": "Applied Machine Learning Engineer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "AI Developer",
+ "job_title_count": 11
+ },
+ {
+ "job_title": "Research Scientist",
+ "job_title_count": 82
+ },
+ {
+ "job_title": "Data Analytics Manager",
+ "job_title_count": 22
+ },
+ {
+ "job_title": "Business Data Analyst",
+ "job_title_count": 15
+ },
+ {
+ "job_title": "Applied Data Scientist",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "Staff Data Analyst",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "ETL Engineer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data DevOps Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Head of Data",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "Data Science Manager",
+ "job_title_count": 58
+ },
+ {
+ "job_title": "Data Manager",
+ "job_title_count": 29
+ },
+ {
+ "job_title": "Machine Learning Researcher",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Big Data Engineer",
+ "job_title_count": 11
+ },
+ {
+ "job_title": "Data Specialist",
+ "job_title_count": 14
+ },
+ {
+ "job_title": "Lead Data Analyst",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "BI Data Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Director of Data Science",
+ "job_title_count": 11
+ },
+ {
+ "job_title": "Machine Learning Scientist",
+ "job_title_count": 26
+ },
+ {
+ "job_title": "MLOps Engineer",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "AI Scientist",
+ "job_title_count": 16
+ },
+ {
+ "job_title": "Autonomous Vehicle Technician",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Applied Machine Learning Scientist",
+ "job_title_count": 12
+ },
+ {
+ "job_title": "Lead Data Scientist",
+ "job_title_count": 12
+ },
+ {
+ "job_title": "Cloud Database Engineer",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "Financial Data Analyst",
+ "job_title_count": 3
+ },
+ {
+ "job_title": "Data Infrastructure Engineer",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Software Data Engineer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "AI Programmer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Operations Engineer",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "BI Developer",
+ "job_title_count": 13
+ },
+ {
+ "job_title": "Data Science Lead",
+ "job_title_count": 8
+ },
+ {
+ "job_title": "Deep Learning Researcher",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "BI Analyst",
+ "job_title_count": 9
+ },
+ {
+ "job_title": "Data Science Consultant",
+ "job_title_count": 24
+ },
+ {
+ "job_title": "Data Analytics Specialist",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Machine Learning Infrastructure Engineer",
+ "job_title_count": 11
+ },
+ {
+ "job_title": "BI Data Analyst",
+ "job_title_count": 15
+ },
+ {
+ "job_title": "Head of Data Science",
+ "job_title_count": 9
+ },
+ {
+ "job_title": "Insight Analyst",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Deep Learning Engineer",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Machine Learning Software Engineer",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "Big Data Architect",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Product Data Analyst",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "Computer Vision Software Engineer",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "Azure Data Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Marketing Data Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Analytics Lead",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Lead",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Science Engineer",
+ "job_title_count": 5
+ },
+ {
+ "job_title": "Machine Learning Research Engineer",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "NLP Engineer",
+ "job_title_count": 7
+ },
+ {
+ "job_title": "Manager Data Management",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Machine Learning Developer",
+ "job_title_count": 7
+ },
+ {
+ "job_title": "3D Computer Vision Researcher",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "Principal Machine Learning Engineer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Analytics Engineer",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Data Analytics Consultant",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Data Management Specialist",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Science Tech Lead",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Data Scientist Lead",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Cloud Data Engineer",
+ "job_title_count": 3
+ },
+ {
+ "job_title": "Data Operations Analyst",
+ "job_title_count": 4
+ },
+ {
+ "job_title": "Marketing Data Analyst",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Power BI Developer",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Product Data Scientist",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Principal Data Architect",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Machine Learning Manager",
+ "job_title_count": 3
+ },
+ {
+ "job_title": "Lead Machine Learning Engineer",
+ "job_title_count": 3
+ },
+ {
+ "job_title": "ETL Developer",
+ "job_title_count": 10
+ },
+ {
+ "job_title": "Cloud Data Architect",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Lead Data Engineer",
+ "job_title_count": 6
+ },
+ {
+ "job_title": "Head of Machine Learning",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Principal Data Analyst",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Principal Data Engineer",
+ "job_title_count": 2
+ },
+ {
+ "job_title": "Staff Data Scientist",
+ "job_title_count": 1
+ },
+ {
+ "job_title": "Finance Data Analyst",
+ "job_title_count": 1
+ }
+ ]
+}
\ No newline at end of file
diff --git a/Homework2/suchao/VanillaJS-Template/index.html b/Homework2/suchao/VanillaJS-Template/index.html
new file mode 100644
index 0000000..9e07638
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/index.html
@@ -0,0 +1,14 @@
+
+
+
+
+
+
+ ECS272 Information Visualization
+
+
+
+
+
+
+
diff --git a/Homework2/suchao/VanillaJS-Template/package-lock.json b/Homework2/suchao/VanillaJS-Template/package-lock.json
new file mode 100644
index 0000000..4a692fd
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/package-lock.json
@@ -0,0 +1,1145 @@
+{
+ "name": "vanillajs",
+ "version": "0.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "vanillajs",
+ "version": "0.0.0",
+ "dependencies": {
+ "materialize": "^1.0.0",
+ "react": "^18.2.0"
+ },
+ "devDependencies": {
+ "axios": "^1.2.1",
+ "d3": "^7.8.0",
+ "lodash": "^4.17.21",
+ "vite": "^4.3.9"
+ }
+ },
+ "node_modules/@esbuild/android-arm": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.17.19.tgz",
+ "integrity": "sha512-rIKddzqhmav7MSmoFCmDIb6e2W57geRsM94gV2l38fzhXMwq7hZoClug9USI2pFRGL06f4IOPHHpFNOkWieR8A==",
+ "cpu": [
+ "arm"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "android"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/android-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.17.19.tgz",
+ "integrity": "sha512-KBMWvEZooR7+kzY0BtbTQn0OAYY7CsiydT63pVEaPtVYF0hXbUaOyZog37DKxK7NF3XacBJOpYT4adIJh+avxA==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "android"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/android-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.17.19.tgz",
+ "integrity": "sha512-uUTTc4xGNDT7YSArp/zbtmbhO0uEEK9/ETW29Wk1thYUJBz3IVnvgEiEwEa9IeLyvnpKrWK64Utw2bgUmDveww==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "android"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/darwin-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.17.19.tgz",
+ "integrity": "sha512-80wEoCfF/hFKM6WE1FyBHc9SfUblloAWx6FJkFWTWiCoht9Mc0ARGEM47e67W9rI09YoUxJL68WHfDRYEAvOhg==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "darwin"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/darwin-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.17.19.tgz",
+ "integrity": "sha512-IJM4JJsLhRYr9xdtLytPLSH9k/oxR3boaUIYiHkAawtwNOXKE8KoU8tMvryogdcT8AU+Bflmh81Xn6Q0vTZbQw==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "darwin"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/freebsd-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.17.19.tgz",
+ "integrity": "sha512-pBwbc7DufluUeGdjSU5Si+P3SoMF5DQ/F/UmTSb8HXO80ZEAJmrykPyzo1IfNbAoaqw48YRpv8shwd1NoI0jcQ==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "freebsd"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/freebsd-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.17.19.tgz",
+ "integrity": "sha512-4lu+n8Wk0XlajEhbEffdy2xy53dpR06SlzvhGByyg36qJw6Kpfk7cp45DR/62aPH9mtJRmIyrXAS5UWBrJT6TQ==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "freebsd"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-arm": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-arm/-/linux-arm-0.17.19.tgz",
+ "integrity": "sha512-cdmT3KxjlOQ/gZ2cjfrQOtmhG4HJs6hhvm3mWSRDPtZ/lP5oe8FWceS10JaSJC13GBd4eH/haHnqf7hhGNLerA==",
+ "cpu": [
+ "arm"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-arm64/-/linux-arm64-0.17.19.tgz",
+ "integrity": "sha512-ct1Tg3WGwd3P+oZYqic+YZF4snNl2bsnMKRkb3ozHmnM0dGWuxcPTTntAF6bOP0Sp4x0PjSF+4uHQ1xvxfRKqg==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-ia32": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-ia32/-/linux-ia32-0.17.19.tgz",
+ "integrity": "sha512-w4IRhSy1VbsNxHRQpeGCHEmibqdTUx61Vc38APcsRbuVgK0OPEnQ0YD39Brymn96mOx48Y2laBQGqgZ0j9w6SQ==",
+ "cpu": [
+ "ia32"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-loong64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-loong64/-/linux-loong64-0.17.19.tgz",
+ "integrity": "sha512-2iAngUbBPMq439a+z//gE+9WBldoMp1s5GWsUSgqHLzLJ9WoZLZhpwWuym0u0u/4XmZ3gpHmzV84PonE+9IIdQ==",
+ "cpu": [
+ "loong64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-mips64el": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-mips64el/-/linux-mips64el-0.17.19.tgz",
+ "integrity": "sha512-LKJltc4LVdMKHsrFe4MGNPp0hqDFA1Wpt3jE1gEyM3nKUvOiO//9PheZZHfYRfYl6AwdTH4aTcXSqBerX0ml4A==",
+ "cpu": [
+ "mips64el"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-ppc64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-ppc64/-/linux-ppc64-0.17.19.tgz",
+ "integrity": "sha512-/c/DGybs95WXNS8y3Ti/ytqETiW7EU44MEKuCAcpPto3YjQbyK3IQVKfF6nbghD7EcLUGl0NbiL5Rt5DMhn5tg==",
+ "cpu": [
+ "ppc64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-riscv64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-riscv64/-/linux-riscv64-0.17.19.tgz",
+ "integrity": "sha512-FC3nUAWhvFoutlhAkgHf8f5HwFWUL6bYdvLc/TTuxKlvLi3+pPzdZiFKSWz/PF30TB1K19SuCxDTI5KcqASJqA==",
+ "cpu": [
+ "riscv64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-s390x": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-s390x/-/linux-s390x-0.17.19.tgz",
+ "integrity": "sha512-IbFsFbxMWLuKEbH+7sTkKzL6NJmG2vRyy6K7JJo55w+8xDk7RElYn6xvXtDW8HCfoKBFK69f3pgBJSUSQPr+4Q==",
+ "cpu": [
+ "s390x"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-x64/-/linux-x64-0.17.19.tgz",
+ "integrity": "sha512-68ngA9lg2H6zkZcyp22tsVt38mlhWde8l3eJLWkyLrp4HwMUr3c1s/M2t7+kHIhvMjglIBrFpncX1SzMckomGw==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/netbsd-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/netbsd-x64/-/netbsd-x64-0.17.19.tgz",
+ "integrity": "sha512-CwFq42rXCR8TYIjIfpXCbRX0rp1jo6cPIUPSaWwzbVI4aOfX96OXY8M6KNmtPcg7QjYeDmN+DD0Wp3LaBOLf4Q==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "netbsd"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/openbsd-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/openbsd-x64/-/openbsd-x64-0.17.19.tgz",
+ "integrity": "sha512-cnq5brJYrSZ2CF6c35eCmviIN3k3RczmHz8eYaVlNasVqsNY+JKohZU5MKmaOI+KkllCdzOKKdPs762VCPC20g==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "openbsd"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/sunos-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/sunos-x64/-/sunos-x64-0.17.19.tgz",
+ "integrity": "sha512-vCRT7yP3zX+bKWFeP/zdS6SqdWB8OIpaRq/mbXQxTGHnIxspRtigpkUcDMlSCOejlHowLqII7K2JKevwyRP2rg==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "sunos"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/win32-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/win32-arm64/-/win32-arm64-0.17.19.tgz",
+ "integrity": "sha512-yYx+8jwowUstVdorcMdNlzklLYhPxjniHWFKgRqH7IFlUEa0Umu3KuYplf1HUZZ422e3NU9F4LGb+4O0Kdcaag==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "win32"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/win32-ia32": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/win32-ia32/-/win32-ia32-0.17.19.tgz",
+ "integrity": "sha512-eggDKanJszUtCdlVs0RB+h35wNlb5v4TWEkq4vZcmVt5u/HiDZrTXe2bWFQUez3RgNHwx/x4sk5++4NSSicKkw==",
+ "cpu": [
+ "ia32"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "win32"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/win32-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/win32-x64/-/win32-x64-0.17.19.tgz",
+ "integrity": "sha512-lAhycmKnVOuRYNtRtatQR1LPQf2oYCkRGkSFnseDAKPl8lu5SOsK/e1sXe5a0Pc5kHIHe6P2I/ilntNv2xf3cA==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "win32"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/asynckit": {
+ "version": "0.4.0",
+ "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
+ "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==",
+ "dev": true
+ },
+ "node_modules/axios": {
+ "version": "1.4.0",
+ "resolved": "https://registry.npmjs.org/axios/-/axios-1.4.0.tgz",
+ "integrity": "sha512-S4XCWMEmzvo64T9GfvQDOXgYRDJ/wsSZc7Jvdgx5u1sd0JwsuPLqb3SYmusag+edF6ziyMensPVqLTSc1PiSEA==",
+ "dev": true,
+ "dependencies": {
+ "follow-redirects": "^1.15.0",
+ "form-data": "^4.0.0",
+ "proxy-from-env": "^1.1.0"
+ }
+ },
+ "node_modules/combined-stream": {
+ "version": "1.0.8",
+ "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
+ "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
+ "dev": true,
+ "dependencies": {
+ "delayed-stream": "~1.0.0"
+ },
+ "engines": {
+ "node": ">= 0.8"
+ }
+ },
+ "node_modules/commander": {
+ "version": "7.2.0",
+ "resolved": "https://registry.npmjs.org/commander/-/commander-7.2.0.tgz",
+ "integrity": "sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw==",
+ "dev": true,
+ "engines": {
+ "node": ">= 10"
+ }
+ },
+ "node_modules/d3": {
+ "version": "7.8.5",
+ "resolved": "https://registry.npmjs.org/d3/-/d3-7.8.5.tgz",
+ "integrity": "sha512-JgoahDG51ncUfJu6wX/1vWQEqOflgXyl4MaHqlcSruTez7yhaRKR9i8VjjcQGeS2en/jnFivXuaIMnseMMt0XA==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "3",
+ "d3-axis": "3",
+ "d3-brush": "3",
+ "d3-chord": "3",
+ "d3-color": "3",
+ "d3-contour": "4",
+ "d3-delaunay": "6",
+ "d3-dispatch": "3",
+ "d3-drag": "3",
+ "d3-dsv": "3",
+ "d3-ease": "3",
+ "d3-fetch": "3",
+ "d3-force": "3",
+ "d3-format": "3",
+ "d3-geo": "3",
+ "d3-hierarchy": "3",
+ "d3-interpolate": "3",
+ "d3-path": "3",
+ "d3-polygon": "3",
+ "d3-quadtree": "3",
+ "d3-random": "3",
+ "d3-scale": "4",
+ "d3-scale-chromatic": "3",
+ "d3-selection": "3",
+ "d3-shape": "3",
+ "d3-time": "3",
+ "d3-time-format": "4",
+ "d3-timer": "3",
+ "d3-transition": "3",
+ "d3-zoom": "3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-array": {
+ "version": "3.2.4",
+ "resolved": "https://registry.npmjs.org/d3-array/-/d3-array-3.2.4.tgz",
+ "integrity": "sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==",
+ "dev": true,
+ "dependencies": {
+ "internmap": "1 - 2"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-axis": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-axis/-/d3-axis-3.0.0.tgz",
+ "integrity": "sha512-IH5tgjV4jE/GhHkRV0HiVYPDtvfjHQlQfJHs0usq7M30XcSBvOotpmH1IgkcXsO/5gEQZD43B//fc7SRT5S+xw==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-brush": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-brush/-/d3-brush-3.0.0.tgz",
+ "integrity": "sha512-ALnjWlVYkXsVIGlOsuWH1+3udkYFI48Ljihfnh8FZPF2QS9o+PzGLBslO0PjzVoHLZ2KCVgAM8NVkXPJB2aNnQ==",
+ "dev": true,
+ "dependencies": {
+ "d3-dispatch": "1 - 3",
+ "d3-drag": "2 - 3",
+ "d3-interpolate": "1 - 3",
+ "d3-selection": "3",
+ "d3-transition": "3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-chord": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-chord/-/d3-chord-3.0.1.tgz",
+ "integrity": "sha512-VE5S6TNa+j8msksl7HwjxMHDM2yNK3XCkusIlpX5kwauBfXuyLAtNg9jCp/iHH61tgI4sb6R/EIMWCqEIdjT/g==",
+ "dev": true,
+ "dependencies": {
+ "d3-path": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-color": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-color/-/d3-color-3.1.0.tgz",
+ "integrity": "sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-contour": {
+ "version": "4.0.2",
+ "resolved": "https://registry.npmjs.org/d3-contour/-/d3-contour-4.0.2.tgz",
+ "integrity": "sha512-4EzFTRIikzs47RGmdxbeUvLWtGedDUNkTcmzoeyg4sP/dvCexO47AaQL7VKy/gul85TOxw+IBgA8US2xwbToNA==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "^3.2.0"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-delaunay": {
+ "version": "6.0.4",
+ "resolved": "https://registry.npmjs.org/d3-delaunay/-/d3-delaunay-6.0.4.tgz",
+ "integrity": "sha512-mdjtIZ1XLAM8bm/hx3WwjfHt6Sggek7qH043O8KEjDXN40xi3vx/6pYSVTwLjEgiXQTbvaouWKynLBiUZ6SK6A==",
+ "dev": true,
+ "dependencies": {
+ "delaunator": "5"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-dispatch": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-dispatch/-/d3-dispatch-3.0.1.tgz",
+ "integrity": "sha512-rzUyPU/S7rwUflMyLc1ETDeBj0NRuHKKAcvukozwhshr6g6c5d8zh4c2gQjY2bZ0dXeGLWc1PF174P2tVvKhfg==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-drag": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-drag/-/d3-drag-3.0.0.tgz",
+ "integrity": "sha512-pWbUJLdETVA8lQNJecMxoXfH6x+mO2UQo8rSmZ+QqxcbyA3hfeprFgIT//HW2nlHChWeIIMwS2Fq+gEARkhTkg==",
+ "dev": true,
+ "dependencies": {
+ "d3-dispatch": "1 - 3",
+ "d3-selection": "3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-dsv": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-dsv/-/d3-dsv-3.0.1.tgz",
+ "integrity": "sha512-UG6OvdI5afDIFP9w4G0mNq50dSOsXHJaRE8arAS5o9ApWnIElp8GZw1Dun8vP8OyHOZ/QJUKUJwxiiCCnUwm+Q==",
+ "dev": true,
+ "dependencies": {
+ "commander": "7",
+ "iconv-lite": "0.6",
+ "rw": "1"
+ },
+ "bin": {
+ "csv2json": "bin/dsv2json.js",
+ "csv2tsv": "bin/dsv2dsv.js",
+ "dsv2dsv": "bin/dsv2dsv.js",
+ "dsv2json": "bin/dsv2json.js",
+ "json2csv": "bin/json2dsv.js",
+ "json2dsv": "bin/json2dsv.js",
+ "json2tsv": "bin/json2dsv.js",
+ "tsv2csv": "bin/dsv2dsv.js",
+ "tsv2json": "bin/dsv2json.js"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-ease": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-ease/-/d3-ease-3.0.1.tgz",
+ "integrity": "sha512-wR/XK3D3XcLIZwpbvQwQ5fK+8Ykds1ip7A2Txe0yxncXSdq1L9skcG7blcedkOX+ZcgxGAmLX1FrRGbADwzi0w==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-fetch": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-fetch/-/d3-fetch-3.0.1.tgz",
+ "integrity": "sha512-kpkQIM20n3oLVBKGg6oHrUchHM3xODkTzjMoj7aWQFq5QEM+R6E4WkzT5+tojDY7yjez8KgCBRoj4aEr99Fdqw==",
+ "dev": true,
+ "dependencies": {
+ "d3-dsv": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-force": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-force/-/d3-force-3.0.0.tgz",
+ "integrity": "sha512-zxV/SsA+U4yte8051P4ECydjD/S+qeYtnaIyAs9tgHCqfguma/aAQDjo85A9Z6EKhBirHRJHXIgJUlffT4wdLg==",
+ "dev": true,
+ "dependencies": {
+ "d3-dispatch": "1 - 3",
+ "d3-quadtree": "1 - 3",
+ "d3-timer": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-format": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-format/-/d3-format-3.1.0.tgz",
+ "integrity": "sha512-YyUI6AEuY/Wpt8KWLgZHsIU86atmikuoOmCfommt0LYHiQSPjvX2AcFc38PX0CBpr2RCyZhjex+NS/LPOv6YqA==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-geo": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-geo/-/d3-geo-3.1.0.tgz",
+ "integrity": "sha512-JEo5HxXDdDYXCaWdwLRt79y7giK8SbhZJbFWXqbRTolCHFI5jRqteLzCsq51NKbUoX0PjBVSohxrx+NoOUujYA==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "2.5.0 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-hierarchy": {
+ "version": "3.1.2",
+ "resolved": "https://registry.npmjs.org/d3-hierarchy/-/d3-hierarchy-3.1.2.tgz",
+ "integrity": "sha512-FX/9frcub54beBdugHjDCdikxThEqjnR93Qt7PvQTOHxyiNCAlvMrHhclk3cD5VeAaq9fxmfRp+CnWw9rEMBuA==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-interpolate": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-interpolate/-/d3-interpolate-3.0.1.tgz",
+ "integrity": "sha512-3bYs1rOD33uo8aqJfKP3JWPAibgw8Zm2+L9vBKEHJ2Rg+viTR7o5Mmv5mZcieN+FRYaAOWX5SJATX6k1PWz72g==",
+ "dev": true,
+ "dependencies": {
+ "d3-color": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-path": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-path/-/d3-path-3.1.0.tgz",
+ "integrity": "sha512-p3KP5HCf/bvjBSSKuXid6Zqijx7wIfNW+J/maPs+iwR35at5JCbLUT0LzF1cnjbCHWhqzQTIN2Jpe8pRebIEFQ==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-polygon": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-polygon/-/d3-polygon-3.0.1.tgz",
+ "integrity": "sha512-3vbA7vXYwfe1SYhED++fPUQlWSYTTGmFmQiany/gdbiWgU/iEyQzyymwL9SkJjFFuCS4902BSzewVGsHHmHtXg==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-quadtree": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-quadtree/-/d3-quadtree-3.0.1.tgz",
+ "integrity": "sha512-04xDrxQTDTCFwP5H6hRhsRcb9xxv2RzkcsygFzmkSIOJy3PeRJP7sNk3VRIbKXcog561P9oU0/rVH6vDROAgUw==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-random": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-random/-/d3-random-3.0.1.tgz",
+ "integrity": "sha512-FXMe9GfxTxqd5D6jFsQ+DJ8BJS4E/fT5mqqdjovykEB2oFbTMDVdg1MGFxfQW+FBOGoB++k8swBrgwSHT1cUXQ==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-scale": {
+ "version": "4.0.2",
+ "resolved": "https://registry.npmjs.org/d3-scale/-/d3-scale-4.0.2.tgz",
+ "integrity": "sha512-GZW464g1SH7ag3Y7hXjf8RoUuAFIqklOAq3MRl4OaWabTFJY9PN/E1YklhXLh+OQ3fM9yS2nOkCoS+WLZ6kvxQ==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "2.10.0 - 3",
+ "d3-format": "1 - 3",
+ "d3-interpolate": "1.2.0 - 3",
+ "d3-time": "2.1.1 - 3",
+ "d3-time-format": "2 - 4"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-scale-chromatic": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-scale-chromatic/-/d3-scale-chromatic-3.0.0.tgz",
+ "integrity": "sha512-Lx9thtxAKrO2Pq6OO2Ua474opeziKr279P/TKZsMAhYyNDD3EnCffdbgeSYN5O7m2ByQsxtuP2CSDczNUIZ22g==",
+ "dev": true,
+ "dependencies": {
+ "d3-color": "1 - 3",
+ "d3-interpolate": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-selection": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-selection/-/d3-selection-3.0.0.tgz",
+ "integrity": "sha512-fmTRWbNMmsmWq6xJV8D19U/gw/bwrHfNXxrIN+HfZgnzqTHp9jOmKMhsTUjXOJnZOdZY9Q28y4yebKzqDKlxlQ==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-shape": {
+ "version": "3.2.0",
+ "resolved": "https://registry.npmjs.org/d3-shape/-/d3-shape-3.2.0.tgz",
+ "integrity": "sha512-SaLBuwGm3MOViRq2ABk3eLoxwZELpH6zhl3FbAoJ7Vm1gofKx6El1Ib5z23NUEhF9AsGl7y+dzLe5Cw2AArGTA==",
+ "dev": true,
+ "dependencies": {
+ "d3-path": "^3.1.0"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-time": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-time/-/d3-time-3.1.0.tgz",
+ "integrity": "sha512-VqKjzBLejbSMT4IgbmVgDjpkYrNWUYJnbCGo874u7MMKIWsILRX+OpX/gTk8MqjpT1A/c6HY2dCA77ZN0lkQ2Q==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "2 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-time-format": {
+ "version": "4.1.0",
+ "resolved": "https://registry.npmjs.org/d3-time-format/-/d3-time-format-4.1.0.tgz",
+ "integrity": "sha512-dJxPBlzC7NugB2PDLwo9Q8JiTR3M3e4/XANkreKSUxF8vvXKqm1Yfq4Q5dl8budlunRVlUUaDUgFt7eA8D6NLg==",
+ "dev": true,
+ "dependencies": {
+ "d3-time": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-timer": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-timer/-/d3-timer-3.0.1.tgz",
+ "integrity": "sha512-ndfJ/JxxMd3nw31uyKoY2naivF+r29V+Lc0svZxe1JvvIRmi8hUsrMvdOwgS1o6uBHmiz91geQ0ylPP0aj1VUA==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-transition": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-transition/-/d3-transition-3.0.1.tgz",
+ "integrity": "sha512-ApKvfjsSR6tg06xrL434C0WydLr7JewBB3V+/39RMHsaXTOG0zmt/OAXeng5M5LBm0ojmxJrpomQVZ1aPvBL4w==",
+ "dev": true,
+ "dependencies": {
+ "d3-color": "1 - 3",
+ "d3-dispatch": "1 - 3",
+ "d3-ease": "1 - 3",
+ "d3-interpolate": "1 - 3",
+ "d3-timer": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ },
+ "peerDependencies": {
+ "d3-selection": "2 - 3"
+ }
+ },
+ "node_modules/d3-zoom": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-zoom/-/d3-zoom-3.0.0.tgz",
+ "integrity": "sha512-b8AmV3kfQaqWAuacbPuNbL6vahnOJflOhexLzMMNLga62+/nh0JzvJ0aO/5a5MVgUFGS7Hu1P9P03o3fJkDCyw==",
+ "dev": true,
+ "dependencies": {
+ "d3-dispatch": "1 - 3",
+ "d3-drag": "2 - 3",
+ "d3-interpolate": "1 - 3",
+ "d3-selection": "2 - 3",
+ "d3-transition": "2 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/delaunator": {
+ "version": "5.0.0",
+ "resolved": "https://registry.npmjs.org/delaunator/-/delaunator-5.0.0.tgz",
+ "integrity": "sha512-AyLvtyJdbv/U1GkiS6gUUzclRoAY4Gs75qkMygJJhU75LW4DNuSF2RMzpxs9jw9Oz1BobHjTdkG3zdP55VxAqw==",
+ "dev": true,
+ "dependencies": {
+ "robust-predicates": "^3.0.0"
+ }
+ },
+ "node_modules/delayed-stream": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
+ "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==",
+ "dev": true,
+ "engines": {
+ "node": ">=0.4.0"
+ }
+ },
+ "node_modules/esbuild": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.17.19.tgz",
+ "integrity": "sha512-XQ0jAPFkK/u3LcVRcvVHQcTIqD6E2H1fvZMA5dQPSOWb3suUbWbfbRf94pjc0bNzRYLfIrDRQXr7X+LHIm5oHw==",
+ "dev": true,
+ "hasInstallScript": true,
+ "bin": {
+ "esbuild": "bin/esbuild"
+ },
+ "engines": {
+ "node": ">=12"
+ },
+ "optionalDependencies": {
+ "@esbuild/android-arm": "0.17.19",
+ "@esbuild/android-arm64": "0.17.19",
+ "@esbuild/android-x64": "0.17.19",
+ "@esbuild/darwin-arm64": "0.17.19",
+ "@esbuild/darwin-x64": "0.17.19",
+ "@esbuild/freebsd-arm64": "0.17.19",
+ "@esbuild/freebsd-x64": "0.17.19",
+ "@esbuild/linux-arm": "0.17.19",
+ "@esbuild/linux-arm64": "0.17.19",
+ "@esbuild/linux-ia32": "0.17.19",
+ "@esbuild/linux-loong64": "0.17.19",
+ "@esbuild/linux-mips64el": "0.17.19",
+ "@esbuild/linux-ppc64": "0.17.19",
+ "@esbuild/linux-riscv64": "0.17.19",
+ "@esbuild/linux-s390x": "0.17.19",
+ "@esbuild/linux-x64": "0.17.19",
+ "@esbuild/netbsd-x64": "0.17.19",
+ "@esbuild/openbsd-x64": "0.17.19",
+ "@esbuild/sunos-x64": "0.17.19",
+ "@esbuild/win32-arm64": "0.17.19",
+ "@esbuild/win32-ia32": "0.17.19",
+ "@esbuild/win32-x64": "0.17.19"
+ }
+ },
+ "node_modules/follow-redirects": {
+ "version": "1.15.2",
+ "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.2.tgz",
+ "integrity": "sha512-VQLG33o04KaQ8uYi2tVNbdrWp1QWxNNea+nmIB4EVM28v0hmP17z7aG1+wAkNzVq4KeXTq3221ye5qTJP91JwA==",
+ "dev": true,
+ "funding": [
+ {
+ "type": "individual",
+ "url": "https://github.com/sponsors/RubenVerborgh"
+ }
+ ],
+ "engines": {
+ "node": ">=4.0"
+ },
+ "peerDependenciesMeta": {
+ "debug": {
+ "optional": true
+ }
+ }
+ },
+ "node_modules/form-data": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.0.tgz",
+ "integrity": "sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==",
+ "dev": true,
+ "dependencies": {
+ "asynckit": "^0.4.0",
+ "combined-stream": "^1.0.8",
+ "mime-types": "^2.1.12"
+ },
+ "engines": {
+ "node": ">= 6"
+ }
+ },
+ "node_modules/fsevents": {
+ "version": "2.3.2",
+ "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz",
+ "integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==",
+ "dev": true,
+ "hasInstallScript": true,
+ "optional": true,
+ "os": [
+ "darwin"
+ ],
+ "engines": {
+ "node": "^8.16.0 || ^10.6.0 || >=11.0.0"
+ }
+ },
+ "node_modules/iconv-lite": {
+ "version": "0.6.3",
+ "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
+ "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==",
+ "dev": true,
+ "dependencies": {
+ "safer-buffer": ">= 2.1.2 < 3.0.0"
+ },
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
+ "node_modules/internmap": {
+ "version": "2.0.3",
+ "resolved": "https://registry.npmjs.org/internmap/-/internmap-2.0.3.tgz",
+ "integrity": "sha512-5Hh7Y1wQbvY5ooGgPbDaL5iYLAPzMTUrjMulskHLH6wnv/A+1q5rgEaiuqEjB+oxGXIVZs1FF+R/KPN3ZSQYYg==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/js-tokens": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz",
+ "integrity": "sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ=="
+ },
+ "node_modules/lodash": {
+ "version": "4.17.21",
+ "resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.21.tgz",
+ "integrity": "sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==",
+ "dev": true
+ },
+ "node_modules/loose-envify": {
+ "version": "1.4.0",
+ "resolved": "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz",
+ "integrity": "sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q==",
+ "dependencies": {
+ "js-tokens": "^3.0.0 || ^4.0.0"
+ },
+ "bin": {
+ "loose-envify": "cli.js"
+ }
+ },
+ "node_modules/materialize": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/materialize/-/materialize-1.0.0.tgz",
+ "integrity": "sha512-KhflKa7pi4mUbFtVjkbEM1POPWlxuP+RivQocfuGkFIFteFj+oVSNMsbBXYJTUdZ1FZOgDINfFbWqOvHl0bo9Q=="
+ },
+ "node_modules/mime-db": {
+ "version": "1.52.0",
+ "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
+ "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
+ "dev": true,
+ "engines": {
+ "node": ">= 0.6"
+ }
+ },
+ "node_modules/mime-types": {
+ "version": "2.1.35",
+ "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
+ "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
+ "dev": true,
+ "dependencies": {
+ "mime-db": "1.52.0"
+ },
+ "engines": {
+ "node": ">= 0.6"
+ }
+ },
+ "node_modules/nanoid": {
+ "version": "3.3.6",
+ "resolved": "https://registry.npmjs.org/nanoid/-/nanoid-3.3.6.tgz",
+ "integrity": "sha512-BGcqMMJuToF7i1rt+2PWSNVnWIkGCU78jBG3RxO/bZlnZPK2Cmi2QaffxGO/2RvWi9sL+FAiRiXMgsyxQ1DIDA==",
+ "dev": true,
+ "funding": [
+ {
+ "type": "github",
+ "url": "https://github.com/sponsors/ai"
+ }
+ ],
+ "bin": {
+ "nanoid": "bin/nanoid.cjs"
+ },
+ "engines": {
+ "node": "^10 || ^12 || ^13.7 || ^14 || >=15.0.1"
+ }
+ },
+ "node_modules/picocolors": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.0.0.tgz",
+ "integrity": "sha512-1fygroTLlHu66zi26VoTDv8yRgm0Fccecssto+MhsZ0D/DGW2sm8E8AjW7NU5VVTRt5GxbeZ5qBuJr+HyLYkjQ==",
+ "dev": true
+ },
+ "node_modules/postcss": {
+ "version": "8.4.31",
+ "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.31.tgz",
+ "integrity": "sha512-PS08Iboia9mts/2ygV3eLpY5ghnUcfLV/EXTOW1E2qYxJKGGBUtNjN76FYHnMs36RmARn41bC0AZmn+rR0OVpQ==",
+ "dev": true,
+ "funding": [
+ {
+ "type": "opencollective",
+ "url": "https://opencollective.com/postcss/"
+ },
+ {
+ "type": "tidelift",
+ "url": "https://tidelift.com/funding/github/npm/postcss"
+ },
+ {
+ "type": "github",
+ "url": "https://github.com/sponsors/ai"
+ }
+ ],
+ "dependencies": {
+ "nanoid": "^3.3.6",
+ "picocolors": "^1.0.0",
+ "source-map-js": "^1.0.2"
+ },
+ "engines": {
+ "node": "^10 || ^12 || >=14"
+ }
+ },
+ "node_modules/proxy-from-env": {
+ "version": "1.1.0",
+ "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
+ "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==",
+ "dev": true
+ },
+ "node_modules/react": {
+ "version": "18.2.0",
+ "resolved": "https://registry.npmjs.org/react/-/react-18.2.0.tgz",
+ "integrity": "sha512-/3IjMdb2L9QbBdWiW5e3P2/npwMBaU9mHCSCUzNln0ZCYbcfTsGbTJrU/kGemdH2IWmB2ioZ+zkxtmq6g09fGQ==",
+ "dependencies": {
+ "loose-envify": "^1.1.0"
+ },
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
+ "node_modules/robust-predicates": {
+ "version": "3.0.2",
+ "resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",
+ "integrity": "sha512-IXgzBWvWQwE6PrDI05OvmXUIruQTcoMDzRsOd5CDvHCVLcLHMTSYvOK5Cm46kWqlV3yAbuSpBZdJ5oP5OUoStg==",
+ "dev": true
+ },
+ "node_modules/rollup": {
+ "version": "3.25.1",
+ "resolved": "https://registry.npmjs.org/rollup/-/rollup-3.25.1.tgz",
+ "integrity": "sha512-tywOR+rwIt5m2ZAWSe5AIJcTat8vGlnPFAv15ycCrw33t6iFsXZ6mzHVFh2psSjxQPmI+xgzMZZizUAukBI4aQ==",
+ "dev": true,
+ "bin": {
+ "rollup": "dist/bin/rollup"
+ },
+ "engines": {
+ "node": ">=14.18.0",
+ "npm": ">=8.0.0"
+ },
+ "optionalDependencies": {
+ "fsevents": "~2.3.2"
+ }
+ },
+ "node_modules/rw": {
+ "version": "1.3.3",
+ "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz",
+ "integrity": "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ==",
+ "dev": true
+ },
+ "node_modules/safer-buffer": {
+ "version": "2.1.2",
+ "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
+ "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==",
+ "dev": true
+ },
+ "node_modules/source-map-js": {
+ "version": "1.0.2",
+ "resolved": "https://registry.npmjs.org/source-map-js/-/source-map-js-1.0.2.tgz",
+ "integrity": "sha512-R0XvVJ9WusLiqTCEiGCmICCMplcCkIwwR11mOSD9CR5u+IXYdiseeEuXCVAjS54zqwkLcPNnmU4OeJ6tUrWhDw==",
+ "dev": true,
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
+ "node_modules/vite": {
+ "version": "4.3.9",
+ "resolved": "https://registry.npmjs.org/vite/-/vite-4.3.9.tgz",
+ "integrity": "sha512-qsTNZjO9NoJNW7KnOrgYwczm0WctJ8m/yqYAMAK9Lxt4SoySUfS5S8ia9K7JHpa3KEeMfyF8LoJ3c5NeBJy6pg==",
+ "dev": true,
+ "dependencies": {
+ "esbuild": "^0.17.5",
+ "postcss": "^8.4.23",
+ "rollup": "^3.21.0"
+ },
+ "bin": {
+ "vite": "bin/vite.js"
+ },
+ "engines": {
+ "node": "^14.18.0 || >=16.0.0"
+ },
+ "optionalDependencies": {
+ "fsevents": "~2.3.2"
+ },
+ "peerDependencies": {
+ "@types/node": ">= 14",
+ "less": "*",
+ "sass": "*",
+ "stylus": "*",
+ "sugarss": "*",
+ "terser": "^5.4.0"
+ },
+ "peerDependenciesMeta": {
+ "@types/node": {
+ "optional": true
+ },
+ "less": {
+ "optional": true
+ },
+ "sass": {
+ "optional": true
+ },
+ "stylus": {
+ "optional": true
+ },
+ "sugarss": {
+ "optional": true
+ },
+ "terser": {
+ "optional": true
+ }
+ }
+ }
+ }
+}
diff --git a/Homework2/suchao/VanillaJS-Template/package.json b/Homework2/suchao/VanillaJS-Template/package.json
new file mode 100644
index 0000000..25af284
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/package.json
@@ -0,0 +1,21 @@
+{
+ "name": "vanillajs",
+ "private": true,
+ "version": "0.0.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "vite build",
+ "preview": "vite preview"
+ },
+ "devDependencies": {
+ "axios": "^1.2.1",
+ "d3": "^7.8.0",
+ "lodash": "^4.17.21",
+ "vite": "^4.3.9"
+ },
+ "dependencies": {
+ "materialize": "^1.0.0",
+ "react": "^18.2.0"
+ }
+}
diff --git a/Homework2/suchao/VanillaJS-Template/src/barChart.js b/Homework2/suchao/VanillaJS-Template/src/barChart.js
new file mode 100644
index 0000000..810776c
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/src/barChart.js
@@ -0,0 +1,95 @@
+import * as d3 from 'd3'; // Import the d3 library for data visualization.
+import Data from '../data/average_remote_ratio.json'; // Import data from a JSON file.
+import axios from 'axios'; // Import the axios library for making HTTP requests.
+import { isEmpty, debounce } from 'lodash'; // Import utility functions from lodash.
+
+const margin = { left: 35, right: 20, top: 30, bottom: 75 }; // Define margin for the chart.
+var size = { width: 0, height: 0 }; // Initialize the size object for the chart.
+var bars = Data.data; // Store the data from the imported JSON file in the 'bars' variable.
+
+const onResize = (targets) => { // Define a function to handle resizing of the chart.
+ targets.forEach(target => {
+ if (target.target.getAttribute('id') !== 'bar-container') return;
+ size = { width: target.contentRect.width, height: target.contentRect.height };
+ if (!isEmpty(size) && !isEmpty(bars)) {
+ d3.select('#bar-svg').selectAll('*').remove(); // Remove existing chart elements.
+ initChart(); // Reinitialize the chart.
+ }
+ });
+};
+
+const chartObserver = new ResizeObserver(debounce(onResize, 100)); // Create a ResizeObserver to monitor the chart's container element.
+
+export const BarChart = () => ( // Define a React component for the bar chart.
+ `
+
+
+
`
+);
+
+export function mountBarChart() { // Define a function to mount the bar chart.
+ let barContainer = document.querySelector('#bar-container');
+ chartObserver.observe(barContainer); // Start observing the chart's container for resizing.
+}
+
+function initChart() { // Define a function to initialize the chart.
+ let chartContainer = d3.select('#bar-svg'); // Select the SVG element to draw the chart inside.
+
+ let yExtents = d3.extent(bars.map((d) => d.job_title_average_remote_ratio)); // Calculate the y-axis extent.
+ let xCategories = [...new Set(bars.map((d) => d.job_title))]; // Extract unique job titles.
+
+ let colorScale = d3.scaleOrdinal() // Create a color scale for different job titles.
+ .domain(xCategories)
+ .range(d3.schemeCategory10);
+
+ let xScale = d3.scaleBand() // Create an x-axis scale for the job titles.
+ .range([margin.left, size.width - margin.right])
+ .domain(xCategories)
+ .padding(0.1);
+
+ let yScale = d3.scaleLinear() // Create a linear y-axis scale for average salaries.
+ .range([size.height - margin.bottom, margin.top])
+ .domain([0, yExtents[1]]);
+
+ const xAxis = chartContainer.append('g') // Create the x-axis and style it.
+ .attr('transform', `translate(0, ${size.height - margin.bottom})`)
+ .call(d3.axisBottom(xScale))
+ .selectAll('text')
+ .style('text-anchor', 'end')
+ .attr('transform', 'rotate(-45) translate(-10, -10)')
+ .attr('font-size', '.5rem');
+
+ const yAxis = chartContainer.append('g') // Create the y-axis and style it.
+ .attr('transform', `translate(${margin.left}, 0)`)
+ .call(d3.axisLeft(yScale));
+
+ const yLabel = chartContainer.append('g') // Create a label for the y-axis.
+ .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`)
+ .append('text')
+ .text('Average Remote Ratio')
+ .style('font-size', '.8rem');
+
+ const xLabel = chartContainer.append('g') // Create a label for the x-axis.
+ .attr('transform', `translate(${size.width / 2 - margin.left}, ${size.height - margin.top - 5})`)
+ .append('text')
+ .text('Job Title')
+ .style('font-size', '.8rem');
+
+ const barEles = chartContainer.append('g') // Create and style the bar chart elements.
+ .selectAll('rect')
+ .data(bars)
+ .join('rect')
+ .attr('x', (d) => xScale(d.job_title))
+ .attr('y', (d) => yScale(d.job_title_average_remote_ratio))
+ .attr('width', xScale.bandwidth())
+ .attr('height', (d) => Math.abs(yScale(0) - yScale(d.job_title_average_remote_ratio)))
+ .attr('fill', (d) => colorScale(d.job_title));
+
+ const title = chartContainer.append('g') // Add a title to the chart.
+ .append('text')
+ .attr('transform', `translate(${size.width / 2}, ${margin.top - 15})`)
+ .attr('dy', '0.5rem')
+ .style('text-anchor', 'middle')
+ .style('font-size', '.9rem')
+ .text('Overview of 71 average remote ratio by occupation');
+}
diff --git a/Homework2/suchao/VanillaJS-Template/src/lineChart.js b/Homework2/suchao/VanillaJS-Template/src/lineChart.js
new file mode 100644
index 0000000..11dbcde
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/src/lineChart.js
@@ -0,0 +1,123 @@
+import * as d3 from 'd3'; // Import the d3 library for data visualization.
+import Data from '../data/Data_Engineer_average_salary.json'; // Import the JSON data file.
+import axios from 'axios'; // Import the axios library for making HTTP requests.
+import { isEmpty, debounce } from 'lodash'; // Import specific functions from lodash.
+
+// Define margins for the chart.
+const margin = { left: 60, right: 20, top: 30, bottom: 80 }; // Increased bottom margin for x-axis labels
+
+// Initialize size and data variables.
+var size = { width: 0, height: 0 };
+var data = Data.data;
+
+// Define a function to handle resizing of the chart.
+const onResize = (targets) => {
+ targets.forEach((target) => {
+ // Check if the target element has the id 'line-container'.
+ if (target.target.getAttribute('id') !== 'line-container') return;
+ // Update the size variable with the new dimensions of the target element.
+ size = { width: target.contentRect.width, height: target.contentRect.height };
+ // Check if both size and data are not empty, then reinitialize the chart.
+ if (!isEmpty(size) && !isEmpty(data)) {
+ initChart(); // Call the function to initialize the chart.
+ }
+ });
+};
+
+// Create a ResizeObserver that calls the onResize function with a debounce of 100 milliseconds.
+const chartObserver = new ResizeObserver(debounce(onResize, 100));
+
+// Define the LineChart component.
+export const LineChart = () => (
+ `
+
+
+
+
`
+);
+
+// Define a function to mount the LineChart component.
+export function mountLineChart() {
+
+ let lineContainer = document.querySelector('#line-container');
+ chartObserver.observe(lineContainer); // Observe the LineChart component for resizing.
+}
+
+// Define a function to initialize the chart.
+function initChart() {
+ let chartContainer = d3.select('#line-chart'); // Select the chart container.
+
+ // Extract experience levels and average salaries from the data.
+ let experienceLevels = data.map((d) => d.experience_level);
+ let averageSalaries = data.map((d) => d.average_salary);
+
+ // Create an xScale for the experience levels using the scaleBand function.
+ let xScale = d3
+ .scaleBand()
+ .domain(experienceLevels)
+ .range([margin.left, size.width - margin.right])
+ .padding(1);
+
+ // Create a yScale for the average salaries using the scaleLinear function.
+ let yScale = d3
+ .scaleLinear()
+ .domain([0, d3.max(averageSalaries)])
+ .nice()
+ .range([size.height - margin.bottom, margin.top]);
+
+ // Create a line generator function.
+ let line = d3
+ .line()
+ .x((d) => xScale(d.experience_level))
+ .y((d) => yScale(d.average_salary));
+
+ // Append a path element for the line chart.
+ chartContainer
+ .append('path')
+ .datum(data)
+ .attr('class', 'line')
+ .attr('d', line)
+ .attr('fill', 'none')
+ .attr('stroke', 'steelblue');
+
+ // Append a group element for the x-axis and call the axisBottom function.
+ chartContainer
+ .append('g')
+ .attr('class', 'x-axis')
+ .attr('transform', `translate(0, ${size.height - margin.bottom})`)
+ .call(d3.axisBottom(xScale));
+
+ // Append a group element for the y-axis and call the axisLeft function.
+ chartContainer
+ .append('g')
+ .attr('class', 'y-axis')
+ .attr('transform', `translate(${margin.left}, 0)`)
+ .call(d3.axisLeft(yScale));
+
+ // Append a label for the x-axis.
+ chartContainer
+ .append('text')
+ .attr('class', 'x-label')
+ .attr('transform', `translate(${size.width / 2}, ${margin.bottom + 240})`)
+ .attr('dy', '2.5em')
+ .style('text-anchor', 'middle')
+ .text('Experience Level')
+ .style('font-size', '.9rem');
+
+ // Append a label for the y-axis.
+ chartContainer
+ .append('text')
+ .attr('class', 'y-label')
+ .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`)
+ .text('Average Salary')
+ .style('font-size', '.9rem');
+
+ // Append a title for the chart.
+ chartContainer
+ .append('text')
+ .attr('class', 'chart-title')
+ .attr('transform', `translate(${size.width / 2}, ${margin.top})`)
+ .style('text-anchor', 'middle')
+ .style('font-size', '.9rem')
+ .text('Average Salaries for Data Engineers at Different Experience Levels');
+}
diff --git a/Homework2/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js b/Homework2/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js
new file mode 100644
index 0000000..66193f8
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js
@@ -0,0 +1,136 @@
+import * as d3 from 'd3';
+import Data from '../data/PCC.json';
+import { debounce, isEmpty } from 'lodash';
+
+const margin = { left: 20, right: 20, top: 20, bottom: 80 };
+let size = { width: 0, height: 0 };
+const data = Data;
+
+const colorScale = d3.scaleOrdinal(d3.schemeCategory10); // Define a color scale
+
+const onResize = (entries) => {
+ entries.forEach((entry) => {
+ if (entry.target.getAttribute('id') !== 'parallel-coordinates-container') return;
+ size = { width: entry.contentRect.width, height: entry.contentRect.height };
+ if (!isEmpty(size) && !isEmpty(data)) {
+ d3.select('#parallel-coordinates-svg').selectAll('*').remove(); // Remove existing chart elements.
+ initParallelCoordinates();
+ }
+ });
+};
+
+const chartObserver = new ResizeObserver(debounce(onResize, 100));
+
+export const ParallelCoordinatesPlot = () => (
+ `
+
+
+
`
+);
+
+export function mountParallelCoordinatesPlot() {
+ const container = document.querySelector('#parallel-coordinates-container');
+ chartObserver.observe(container);
+}
+
+function initParallelCoordinates() {
+ const chartContainer = d3.select('#parallel-coordinates-svg');
+
+ var margin = { top: 30, right: 0, bottom: 10, left: 0 },
+ width = 750 - margin.left - margin.right,
+ height = 700 - margin.top - margin.bottom;
+
+ // append the svg object to the body of the page
+ chartContainer
+ .attr("width", width + margin.left + margin.right)
+ .attr("height", height + margin.top + margin.bottom)
+ .append("g")
+ .attr("transform",
+ "translate(" + margin.left + "," + margin.top + ")");
+
+
+ // Extract the list of dimensions we want to keep in the plot. Here I keep all except the column called Species
+ const dimensions = ['remote_ratio', 'salary_in_usd', "work_year"];
+
+ // For each dimension, I build a linear scale. I store all in a y object
+ var y = {}
+ for (const i in dimensions) {
+ const name = dimensions[i]
+ y[name] = d3.scaleLinear()
+ .domain(d3.extent(data, function (d) { return +d[name]; }))
+ .range([height, 0])
+ }
+
+ // Build the X scale -> it finds the best position for each Y axis
+ const x = d3.scalePoint()
+ .range([0, width])
+ .padding(1)
+ .domain(dimensions);
+
+ // The path function takes a row of the csv as input and returns x and y coordinates of the line to draw for this row.
+ function path(d) {
+ return d3.line()(dimensions.map(function (p) { return [x(p), y[p](d[p])]; }));
+ }
+
+ // Draw the lines
+ chartContainer
+ .selectAll("myPath")
+ .data(data)
+ .enter().append("path")
+ .attr("d", path)
+ .style("fill", "none")
+ .style("stroke", (d, i) => colorScale(i)) // Assign colors based on data index
+ .style("opacity", 0.5);
+
+ // Draw the axis:
+ chartContainer.selectAll("myAxis")
+ // For each dimension of the dataset, I add a 'g' element:
+ .data(dimensions).enter()
+ .append("g")
+ // I translate this element to its right position on the x-axis
+ .attr("transform", function (d) { return "translate(" + x(d) + ")"; })
+ // And I build the axis with the call function
+ .each(function (d) { d3.select(this).call(d3.axisLeft().scale(y[d])); })
+ // Add axis title
+ .append("text")
+ .style("text-anchor", "middle")
+ .attr("y", -9)
+ .text(function (d) { return d; })
+ .style("fill", "black");
+
+ const title = chartContainer.append('g') // Add a title to the chart.
+ .append('text')
+ .attr('transform', `translate(${size.width / 2}, ${margin.top - 25})`)
+ .attr('dy', '0.5rem')
+ .style('text-anchor', 'middle')
+ .style('font-size', '.9rem')
+ .text('Overview of the top 5 popular job titles in terms of remote_ratio, salary, and years');
+
+ // Draw the axis and labels
+ dimensions.forEach((dimension, i) => {
+ chartContainer.append("g")
+ .attr("class", "axis")
+ .attr("transform", `translate(${x(dimension)}, 0)`)
+ // .call(d3.axisLeft().scale(y[dimension]))
+ .append("text")
+ .style("text-anchor", "middle")
+ .attr("y", -15)
+ .text(dimension)
+ .style("fill", "black");
+ });
+
+ // Add labels for y-axis
+ dimensions.forEach((dimension) => {
+ chartContainer.append("g")
+ .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`)
+ .attr("class", "axis")
+ .append("text")
+ .style("text-anchor", "middle")
+ .attr("x", -15)
+ .attr("y", height / 2)
+ .text(dimension)
+ // .padding(0.1)
+ .style("fill", "black");
+ });
+
+}
diff --git a/Homework2/suchao/VanillaJS-Template/style.css b/Homework2/suchao/VanillaJS-Template/style.css
new file mode 100644
index 0000000..e1b3d0f
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/style.css
@@ -0,0 +1,97 @@
+/* Define global styles for the entire document */
+:root {
+ font-family: Inter, Avenir, Helvetica, Arial, sans-serif; /* Set the default font family */
+ font-size: 1rem; /* Set the default font size */
+
+ /* Font rendering and smoothing properties */
+ font-synthesis: none; /* Disable font synthesis */
+ text-rendering: optimizeLegibility; /* Optimize text rendering for legibility */
+ -webkit-font-smoothing: antialiased; /* Enable anti-aliased text rendering on WebKit browsers */
+ -moz-osx-font-smoothing: grayscale; /* Enable grayscale text rendering on macOS */
+ -webkit-text-size-adjust: 100%; /* Adjust text size for mobile devices */
+}
+
+/* Apply styles to the entire body of the HTML document */
+body {
+ margin: 0; /* Remove default margin */
+ height: 100vh; /* Set the body height to fill the viewport (100% of the viewport height) */
+}
+
+/* Apply styles to the element with the id "app" */
+#app {
+ height: 100%; /* Make sure #app takes up the entire viewport height */
+ width: 100%; /* Make sure #app takes up the entire viewport width */
+}
+
+/* Apply styles to elements with class "column" */
+.column {
+ padding: 10px; /* Add padding to all sides of the element */
+ flex: 1; /* Each column should take equal space within its container */
+ display: flex; /* Use a flexbox layout for the container */
+ flex-direction: column; /* Arrange child elements in a vertical column */
+ overflow: auto; /* Allow content to scroll if it overflows the container */
+}
+
+/* Apply styles to elements with class "d-flex" */
+.d-flex {
+ display: flex; /* Use a flexbox layout for elements with this class */
+}
+
+/* Apply styles to elements with class "flex-column" */
+.flex-column {
+ flex-direction: column; /* Arrange child elements in a vertical column */
+}
+
+.chart-container{
+ height: 50vh;
+ width: 100%;
+}
+
+.PCchart-container{
+ height: 80vh;
+ width: 100%;
+}
+
+/* Apply styles to elements with class "flex-nowrap" */
+.flex-nowrap {
+ flex-wrap: nowrap; /* Prevent child elements from wrapping to the next line */
+}
+
+/* Apply styles to the element with the id "main-container" */
+#main-container {
+ height: 100%; /* Make sure #main-container takes up the entire viewport height */
+ display: flex; /* Use a flexbox layout for the container */
+}
+
+/* Apply styles to elements with class "left-panel" */
+.left-panel {
+ display: flex; /* Use a flexbox layout for elements with this class */
+ flex-direction: column; /* Arrange child elements in a vertical column */
+ width: 50%; /* Set the width of the left panel to 50% of the parent container */
+}
+
+/* Apply styles to elements with class "top-half" and "bottom-half" */
+.top-half,
+.bottom-half {
+ flex: 1; /* Each of these sections should take equal space within their container */
+ display: flex; /* Use a flexbox layout for these sections */
+ justify-content: center; /* Center content horizontally within each section */
+ align-items: center; /* Center content vertically within each section */
+}
+
+/* Apply styles to the element with class "middle-center" */
+.middle-center {
+ width: 100%; /* Allow this element to adjust its width automatically */
+}
+
+/* Adjust the width and layout for the right panel */
+.right-panel {
+ width: 50%; /* Set the width of the right panel to 50% of the parent container */
+ display: flex; /* Use a flexbox layout for the right panel */
+ flex-direction: column; /* Stack content vertically within the right panel */
+ justify-content: center; /* Center content horizontally within the right panel */
+ align-items: center; /* Center content vertically within the right panel */
+ background-color: #f0f0f0; /* Set the background color for the right panel */
+ overflow: auto; /* Allow content to scroll if it overflows the right panel */
+ padding: 10px; /* Add padding to all sides of the right panel */
+}
diff --git a/Homework2/suchao/VanillaJS-Template/vite.config.js b/Homework2/suchao/VanillaJS-Template/vite.config.js
new file mode 100644
index 0000000..ce484e2
--- /dev/null
+++ b/Homework2/suchao/VanillaJS-Template/vite.config.js
@@ -0,0 +1,8 @@
+import { defineConfig } from 'vite'
+
+// vite.config.js
+export default defineConfig({
+ server: {
+ port: 3000,
+ },
+})
\ No newline at end of file
diff --git a/Homework3/suchao/VanillaJS-Template/app.js b/Homework3/suchao/VanillaJS-Template/app.js
new file mode 100644
index 0000000..120a11d
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/app.js
@@ -0,0 +1,28 @@
+import { mountBarChart, BarChart } from './src/barChart';
+import { mountChart, Chart } from './src/pieBarChart';
+import { ParallelCoordinatesPlot, mountParallelCoordinatesPlot } from './src/parallelCoordiantesChart';
+import './style.css';
+
+document.querySelector('#app').innerHTML = `
+
+
+
+ ${ParallelCoordinatesPlot()}
+
+
+`;
+
+mountBarChart();
+mountChart();
+mountParallelCoordinatesPlot();
\ No newline at end of file
diff --git a/Homework3/suchao/VanillaJS-Template/data/Genre_count.json b/Homework3/suchao/VanillaJS-Template/data/Genre_count.json
new file mode 100644
index 0000000..535fc06
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/data/Genre_count.json
@@ -0,0 +1,66 @@
+{"data":[
+ {
+ "Fav_genre": "Latin",
+ "count_genre": 3
+ },
+ {
+ "Fav_genre": "Rock",
+ "count_genre": 188
+ },
+ {
+ "Fav_genre": "Video game music",
+ "count_genre": 44
+ },
+ {
+ "Fav_genre": "Jazz",
+ "count_genre": 20
+ },
+ {
+ "Fav_genre": "R&B",
+ "count_genre": 35
+ },
+ {
+ "Fav_genre": "K pop",
+ "count_genre": 26
+ },
+ {
+ "Fav_genre": "Country",
+ "count_genre": 25
+ },
+ {
+ "Fav_genre": "EDM",
+ "count_genre": 37
+ },
+ {
+ "Fav_genre": "Hip hop",
+ "count_genre": 35
+ },
+ {
+ "Fav_genre": "Pop",
+ "count_genre": 114
+ },
+ {
+ "Fav_genre": "Rap",
+ "count_genre": 22
+ },
+ {
+ "Fav_genre": "Classical",
+ "count_genre": 53
+ },
+ {
+ "Fav_genre": "Metal",
+ "count_genre": 88
+ },
+ {
+ "Fav_genre": "Folk",
+ "count_genre": 30
+ },
+ {
+ "Fav_genre": "Lofi",
+ "count_genre": 10
+ },
+ {
+ "Fav_genre": "Gospel",
+ "count_genre": 6
+ }
+]}
\ No newline at end of file
diff --git a/Homework3/suchao/VanillaJS-Template/data/data_overview.json b/Homework3/suchao/VanillaJS-Template/data/data_overview.json
new file mode 100644
index 0000000..86ea2f9
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/data/data_overview.json
@@ -0,0 +1,6626 @@
+[
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Latin",
+ "Exploratory": 1
+ },
+ {
+ "Age": 63,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 61,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 12,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 24,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 12,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 0.25,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Folk",
+ "Exploratory": 0
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 12,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 41,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 0
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 43,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 41,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 53,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 41,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Gospel",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 44,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 12,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 9,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 0
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 0
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 64,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 53,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 0.7,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1.5,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 0.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 4.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 20,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2.5,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 59,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 0.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 16,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 15,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 24,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 43,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 10,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 64,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 12,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 0,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 54,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1.5,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 44,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 0
+ },
+ {
+ "Age": 57,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 14,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 57,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 12,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 0.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Country",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 69,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 12,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 0.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 13,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 72,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 73,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 12,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 39,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 9,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 0
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Folk",
+ "Exploratory": 0
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 61,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 0,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 54,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 41,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 63,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 58,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 58,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 67,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 70,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 0
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 58,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 55,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 15,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 48,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 71,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0.25,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Gospel",
+ "Exploratory": 0
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Gospel",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 74,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 43,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 0
+ },
+ {
+ "Age": 51,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 63,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 64,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 65,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "EDM",
+ "Exploratory": 0
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 80,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 67,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 57,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Gospel",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 50,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 67,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 68,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Gospel",
+ "Exploratory": 0
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 53,
+ "Primary_streaming_service": "Pandora",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 59,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Gospel",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Lofi",
+ "Exploratory": 1
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 12,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Latin",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 46,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 0.1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Folk",
+ "Exploratory": 0
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 12,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 48,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 0
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 0.25,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 43,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 12,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 12,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 0.5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 0
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 11,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 10,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Jazz",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1.5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "K pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Latin",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 89,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 24,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rap",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 0,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 9,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 0
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 1
+ },
+ {
+ "Age": 44,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Folk",
+ "Exploratory": 0
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 8,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 0
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 3,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 4,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Video game music",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Apple Music",
+ "Hours_per_day": 18,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "EDM",
+ "Exploratory": 1
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Metal",
+ "Exploratory": 1
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 7,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Country",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "Hours_per_day": 0.5,
+ "While_working": 0,
+ "Instrumentalist": 0,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "R&B",
+ "Exploratory": 1
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Rock",
+ "Exploratory": 1
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 1,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Pop",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Other streaming service",
+ "Hours_per_day": 6,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Rap",
+ "Exploratory": 1
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service": "Spotify",
+ "Hours_per_day": 5,
+ "While_working": 1,
+ "Instrumentalist": 1,
+ "Fav_genre": "Classical",
+ "Exploratory": 0
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service": "YouTube Music",
+ "Hours_per_day": 2,
+ "While_working": 1,
+ "Instrumentalist": 0,
+ "Fav_genre": "Hip hop",
+ "Exploratory": 1
+ }
+]
\ No newline at end of file
diff --git a/Homework3/suchao/VanillaJS-Template/data/data_with_index.json b/Homework3/suchao/VanillaJS-Template/data/data_with_index.json
new file mode 100644
index 0000000..d661cac
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/data/data_with_index.json
@@ -0,0 +1,7362 @@
+[
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 152
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 67,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 12,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 65,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 18,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Latin",
+ "Fav_genre_index": 139,
+ "Exploratory": 151
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 41,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 125,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 74,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 67,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 50,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 46,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 43,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 53,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1.5,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 54,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 70,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 152
+ },
+ {
+ "Age": 71,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0.25,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Gospel",
+ "Fav_genre_index": 135,
+ "Exploratory": 152
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 64,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 51,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 48,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 80,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 0.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 12,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 43,
+ "Primary_streaming_service_index": 126,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 152
+ },
+ {
+ "Age": 43,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 152
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 0.7,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 0,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 57,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 59,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 0.25,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 152
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 56,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 4.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 67,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 44,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 58,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 64,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 0.1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 152
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 127,
+ "Hours_per_day": 0.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Gospel",
+ "Fav_genre_index": 135,
+ "Exploratory": 152
+ },
+ {
+ "Age": 68,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Gospel",
+ "Fav_genre_index": 135,
+ "Exploratory": 152
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 152
+ },
+ {
+ "Age": 73,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 53,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 63,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 61,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 69,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 128,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 152
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 13,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 41,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 44,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 0,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2.5,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 152
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 152
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 9,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 41,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 12,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 14,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 39,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 16,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 12,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 53,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 43,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 9,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 24,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 20,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 24,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 63,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 40,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 12,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 57,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Gospel",
+ "Fav_genre_index": 135,
+ "Exploratory": 152
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 7,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 152
+ },
+ {
+ "Age": 48,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 152
+ },
+ {
+ "Age": 89,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 24,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 72,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 12,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 0.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 12,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 15,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Gospel",
+ "Fav_genre_index": 135,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 35,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 12,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Latin",
+ "Fav_genre_index": 139,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 12,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Latin",
+ "Fav_genre_index": 139,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Lofi",
+ "Fav_genre_index": 140,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 11,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 38,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 12,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 0.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 129,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 49,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 44,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 152
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 34,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 0.5,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 37,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 0.25,
+ "While_working": 152,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Gospel",
+ "Fav_genre_index": 135,
+ "Exploratory": 152
+ },
+ {
+ "Age": 14,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1.5,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 15,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 152,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rap",
+ "Fav_genre_index": 144,
+ "Exploratory": 151
+ },
+ {
+ "Age": 64,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 152
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 152
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 152
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 60,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 55,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 15,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Country",
+ "Fav_genre_index": 132,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "EDM",
+ "Fav_genre_index": 133,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 32,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Folk",
+ "Fav_genre_index": 134,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Hip hop",
+ "Fav_genre_index": 136,
+ "Exploratory": 151
+ },
+ {
+ "Age": 61,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Jazz",
+ "Fav_genre_index": 137,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 25,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 27,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 41,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 31,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 9,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 59,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 0.5,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "R&B",
+ "Fav_genre_index": 143,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 36,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 28,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 26,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 16,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 54,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 10,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 58,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 63,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 19,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 152,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 12,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 24,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 13,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 152
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 152
+ },
+ {
+ "Age": 42,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 33,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 0.5,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 152
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 152
+ },
+ {
+ "Age": 17,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 6,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 58,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Classical",
+ "Fav_genre_index": 131,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 12,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "K pop",
+ "Fav_genre_index": 138,
+ "Exploratory": 151
+ },
+ {
+ "Age": 21,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 22,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 8,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 20,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 4,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Metal",
+ "Fav_genre_index": 141,
+ "Exploratory": 151
+ },
+ {
+ "Age": 10,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Pop",
+ "Fav_genre_index": 142,
+ "Exploratory": 151
+ },
+ {
+ "Age": 57,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 30,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Rock",
+ "Fav_genre_index": 145,
+ "Exploratory": 151
+ },
+ {
+ "Age": 18,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 3,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 23,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 2,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ },
+ {
+ "Age": 29,
+ "Primary_streaming_service_index": 130,
+ "Hours_per_day": 1,
+ "While_working": 151,
+ "Instrumentalist": 151,
+ "Fav_genre": "Video game music",
+ "Fav_genre_index": 146,
+ "Exploratory": 151
+ }
+]
\ No newline at end of file
diff --git a/Homework3/suchao/VanillaJS-Template/data/pie_Fav_genre.json b/Homework3/suchao/VanillaJS-Template/data/pie_Fav_genre.json
new file mode 100644
index 0000000..f01ed8f
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/data/pie_Fav_genre.json
@@ -0,0 +1,146 @@
+[
+ {
+ "Fav_genre": "Classical",
+ "Spotify": 25,
+ "Apple Music": 3,
+ "I do not use a streaming service.": 10,
+ "YouTube Music": 10,
+ "Other streaming service": 3,
+ "Pandora": 2
+ },
+ {
+ "Fav_genre": "Country",
+ "Spotify": 16,
+ "Apple Music": 3,
+ "I do not use a streaming service.": 1,
+ "YouTube Music": 2,
+ "Other streaming service": 3,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "EDM",
+ "Spotify": 21,
+ "Apple Music": 4,
+ "I do not use a streaming service.": 1,
+ "YouTube Music": 6,
+ "Other streaming service": 5,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "Folk",
+ "Spotify": 14,
+ "Apple Music": 1,
+ "I do not use a streaming service.": 1,
+ "YouTube Music": 4,
+ "Other streaming service": 1,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "Gospel",
+ "Spotify": 2,
+ "Apple Music": 0,
+ "I do not use a streaming service.": 1,
+ "YouTube Music": 1,
+ "Other streaming service": 0,
+ "Pandora": 2
+ },
+ {
+ "Fav_genre": "Hip hop",
+ "Spotify": 28,
+ "Apple Music": 2,
+ "I do not use a streaming service.": 0,
+ "YouTube Music": 3,
+ "Other streaming service": 1,
+ "Pandora": 1
+ },
+ {
+ "Fav_genre": "Jazz",
+ "Spotify": 15,
+ "Apple Music": 0,
+ "I do not use a streaming service.": 0,
+ "YouTube Music": 2,
+ "Other streaming service": 3,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "K pop",
+ "Spotify": 22,
+ "Apple Music": 1,
+ "I do not use a streaming service.": 0,
+ "YouTube Music": 2,
+ "Other streaming service": 1,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "Latin",
+ "Spotify": 2,
+ "Apple Music": 1,
+ "I do not use a streaming service.": 0,
+ "YouTube Music": 0,
+ "Other streaming service": 0,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "Lofi",
+ "Spotify": 8,
+ "Apple Music": 1,
+ "I do not use a streaming service.": 0,
+ "YouTube Music": 0,
+ "Other streaming service": 1,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "Metal",
+ "Spotify": 61,
+ "Apple Music": 5,
+ "I do not use a streaming service.": 8,
+ "YouTube Music": 11,
+ "Other streaming service": 3,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "Pop",
+ "Spotify": 68,
+ "Apple Music": 11,
+ "I do not use a streaming service.": 11,
+ "YouTube Music": 18,
+ "Other streaming service": 5,
+ "Pandora": 1
+ },
+ {
+ "Fav_genre": "R&B",
+ "Spotify": 23,
+ "Apple Music": 4,
+ "I do not use a streaming service.": 2,
+ "YouTube Music": 1,
+ "Other streaming service": 3,
+ "Pandora": 2
+ },
+ {
+ "Fav_genre": "Rap",
+ "Spotify": 12,
+ "Apple Music": 4,
+ "I do not use a streaming service.": 0,
+ "YouTube Music": 2,
+ "Other streaming service": 4,
+ "Pandora": 0
+ },
+ {
+ "Fav_genre": "Rock",
+ "Spotify": 118,
+ "Apple Music": 10,
+ "I do not use a streaming service.": 23,
+ "YouTube Music": 22,
+ "Other streaming service": 12,
+ "Pandora": 3
+ },
+ {
+ "Fav_genre": "Video game music",
+ "Spotify": 18,
+ "Apple Music": 1,
+ "I do not use a streaming service.": 13,
+ "YouTube Music": 8,
+ "Other streaming service": 4,
+ "Pandora": 0
+ }
+]
\ No newline at end of file
diff --git a/Homework3/suchao/VanillaJS-Template/data/streaming_service.json b/Homework3/suchao/VanillaJS-Template/data/streaming_service.json
new file mode 100644
index 0000000..5fd2606
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/data/streaming_service.json
@@ -0,0 +1,26 @@
+{"data":[
+ {
+ "Primary_streaming_service": "Spotify",
+ "count": 458
+ },
+ {
+ "Primary_streaming_service": "Pandora",
+ "count": 11
+ },
+ {
+ "Primary_streaming_service": "YouTube Music",
+ "count": 94
+ },
+ {
+ "Primary_streaming_service": "I do not use a streaming service.",
+ "count": 71
+ },
+ {
+ "Primary_streaming_service": "Apple Music",
+ "count": 51
+ },
+ {
+ "Primary_streaming_service": "Other streaming service",
+ "count": 50
+ }
+]}
\ No newline at end of file
diff --git a/Homework3/suchao/VanillaJS-Template/index.html b/Homework3/suchao/VanillaJS-Template/index.html
new file mode 100644
index 0000000..9e07638
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/index.html
@@ -0,0 +1,14 @@
+
+
+
+
+
+
+ ECS272 Information Visualization
+
+
+
+
+
+
+
diff --git a/Homework3/suchao/VanillaJS-Template/package-lock.json b/Homework3/suchao/VanillaJS-Template/package-lock.json
new file mode 100644
index 0000000..1e09ad1
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/package-lock.json
@@ -0,0 +1,1137 @@
+{
+ "name": "vanillajs",
+ "version": "0.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "vanillajs",
+ "version": "0.0.0",
+ "dependencies": {
+ "d3-zoom": "^3.0.0",
+ "materialize": "^1.0.0",
+ "react": "^18.2.0"
+ },
+ "devDependencies": {
+ "axios": "^1.2.1",
+ "d3": "^7.8.0",
+ "lodash": "^4.17.21",
+ "vite": "^4.3.9"
+ }
+ },
+ "node_modules/@esbuild/android-arm": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.17.19.tgz",
+ "integrity": "sha512-rIKddzqhmav7MSmoFCmDIb6e2W57geRsM94gV2l38fzhXMwq7hZoClug9USI2pFRGL06f4IOPHHpFNOkWieR8A==",
+ "cpu": [
+ "arm"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "android"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/android-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.17.19.tgz",
+ "integrity": "sha512-KBMWvEZooR7+kzY0BtbTQn0OAYY7CsiydT63pVEaPtVYF0hXbUaOyZog37DKxK7NF3XacBJOpYT4adIJh+avxA==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "android"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/android-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.17.19.tgz",
+ "integrity": "sha512-uUTTc4xGNDT7YSArp/zbtmbhO0uEEK9/ETW29Wk1thYUJBz3IVnvgEiEwEa9IeLyvnpKrWK64Utw2bgUmDveww==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "android"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/darwin-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.17.19.tgz",
+ "integrity": "sha512-80wEoCfF/hFKM6WE1FyBHc9SfUblloAWx6FJkFWTWiCoht9Mc0ARGEM47e67W9rI09YoUxJL68WHfDRYEAvOhg==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "darwin"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/darwin-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.17.19.tgz",
+ "integrity": "sha512-IJM4JJsLhRYr9xdtLytPLSH9k/oxR3boaUIYiHkAawtwNOXKE8KoU8tMvryogdcT8AU+Bflmh81Xn6Q0vTZbQw==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "darwin"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/freebsd-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.17.19.tgz",
+ "integrity": "sha512-pBwbc7DufluUeGdjSU5Si+P3SoMF5DQ/F/UmTSb8HXO80ZEAJmrykPyzo1IfNbAoaqw48YRpv8shwd1NoI0jcQ==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "freebsd"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/freebsd-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.17.19.tgz",
+ "integrity": "sha512-4lu+n8Wk0XlajEhbEffdy2xy53dpR06SlzvhGByyg36qJw6Kpfk7cp45DR/62aPH9mtJRmIyrXAS5UWBrJT6TQ==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "freebsd"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-arm": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-arm/-/linux-arm-0.17.19.tgz",
+ "integrity": "sha512-cdmT3KxjlOQ/gZ2cjfrQOtmhG4HJs6hhvm3mWSRDPtZ/lP5oe8FWceS10JaSJC13GBd4eH/haHnqf7hhGNLerA==",
+ "cpu": [
+ "arm"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-arm64/-/linux-arm64-0.17.19.tgz",
+ "integrity": "sha512-ct1Tg3WGwd3P+oZYqic+YZF4snNl2bsnMKRkb3ozHmnM0dGWuxcPTTntAF6bOP0Sp4x0PjSF+4uHQ1xvxfRKqg==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-ia32": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-ia32/-/linux-ia32-0.17.19.tgz",
+ "integrity": "sha512-w4IRhSy1VbsNxHRQpeGCHEmibqdTUx61Vc38APcsRbuVgK0OPEnQ0YD39Brymn96mOx48Y2laBQGqgZ0j9w6SQ==",
+ "cpu": [
+ "ia32"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-loong64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-loong64/-/linux-loong64-0.17.19.tgz",
+ "integrity": "sha512-2iAngUbBPMq439a+z//gE+9WBldoMp1s5GWsUSgqHLzLJ9WoZLZhpwWuym0u0u/4XmZ3gpHmzV84PonE+9IIdQ==",
+ "cpu": [
+ "loong64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-mips64el": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-mips64el/-/linux-mips64el-0.17.19.tgz",
+ "integrity": "sha512-LKJltc4LVdMKHsrFe4MGNPp0hqDFA1Wpt3jE1gEyM3nKUvOiO//9PheZZHfYRfYl6AwdTH4aTcXSqBerX0ml4A==",
+ "cpu": [
+ "mips64el"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-ppc64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-ppc64/-/linux-ppc64-0.17.19.tgz",
+ "integrity": "sha512-/c/DGybs95WXNS8y3Ti/ytqETiW7EU44MEKuCAcpPto3YjQbyK3IQVKfF6nbghD7EcLUGl0NbiL5Rt5DMhn5tg==",
+ "cpu": [
+ "ppc64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-riscv64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-riscv64/-/linux-riscv64-0.17.19.tgz",
+ "integrity": "sha512-FC3nUAWhvFoutlhAkgHf8f5HwFWUL6bYdvLc/TTuxKlvLi3+pPzdZiFKSWz/PF30TB1K19SuCxDTI5KcqASJqA==",
+ "cpu": [
+ "riscv64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-s390x": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-s390x/-/linux-s390x-0.17.19.tgz",
+ "integrity": "sha512-IbFsFbxMWLuKEbH+7sTkKzL6NJmG2vRyy6K7JJo55w+8xDk7RElYn6xvXtDW8HCfoKBFK69f3pgBJSUSQPr+4Q==",
+ "cpu": [
+ "s390x"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/linux-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-x64/-/linux-x64-0.17.19.tgz",
+ "integrity": "sha512-68ngA9lg2H6zkZcyp22tsVt38mlhWde8l3eJLWkyLrp4HwMUr3c1s/M2t7+kHIhvMjglIBrFpncX1SzMckomGw==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "linux"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/netbsd-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/netbsd-x64/-/netbsd-x64-0.17.19.tgz",
+ "integrity": "sha512-CwFq42rXCR8TYIjIfpXCbRX0rp1jo6cPIUPSaWwzbVI4aOfX96OXY8M6KNmtPcg7QjYeDmN+DD0Wp3LaBOLf4Q==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "netbsd"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/openbsd-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/openbsd-x64/-/openbsd-x64-0.17.19.tgz",
+ "integrity": "sha512-cnq5brJYrSZ2CF6c35eCmviIN3k3RczmHz8eYaVlNasVqsNY+JKohZU5MKmaOI+KkllCdzOKKdPs762VCPC20g==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "openbsd"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/sunos-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/sunos-x64/-/sunos-x64-0.17.19.tgz",
+ "integrity": "sha512-vCRT7yP3zX+bKWFeP/zdS6SqdWB8OIpaRq/mbXQxTGHnIxspRtigpkUcDMlSCOejlHowLqII7K2JKevwyRP2rg==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "sunos"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/win32-arm64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/win32-arm64/-/win32-arm64-0.17.19.tgz",
+ "integrity": "sha512-yYx+8jwowUstVdorcMdNlzklLYhPxjniHWFKgRqH7IFlUEa0Umu3KuYplf1HUZZ422e3NU9F4LGb+4O0Kdcaag==",
+ "cpu": [
+ "arm64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "win32"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/win32-ia32": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/win32-ia32/-/win32-ia32-0.17.19.tgz",
+ "integrity": "sha512-eggDKanJszUtCdlVs0RB+h35wNlb5v4TWEkq4vZcmVt5u/HiDZrTXe2bWFQUez3RgNHwx/x4sk5++4NSSicKkw==",
+ "cpu": [
+ "ia32"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "win32"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/@esbuild/win32-x64": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/@esbuild/win32-x64/-/win32-x64-0.17.19.tgz",
+ "integrity": "sha512-lAhycmKnVOuRYNtRtatQR1LPQf2oYCkRGkSFnseDAKPl8lu5SOsK/e1sXe5a0Pc5kHIHe6P2I/ilntNv2xf3cA==",
+ "cpu": [
+ "x64"
+ ],
+ "dev": true,
+ "optional": true,
+ "os": [
+ "win32"
+ ],
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/asynckit": {
+ "version": "0.4.0",
+ "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
+ "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==",
+ "dev": true
+ },
+ "node_modules/axios": {
+ "version": "1.4.0",
+ "resolved": "https://registry.npmjs.org/axios/-/axios-1.4.0.tgz",
+ "integrity": "sha512-S4XCWMEmzvo64T9GfvQDOXgYRDJ/wsSZc7Jvdgx5u1sd0JwsuPLqb3SYmusag+edF6ziyMensPVqLTSc1PiSEA==",
+ "dev": true,
+ "dependencies": {
+ "follow-redirects": "^1.15.0",
+ "form-data": "^4.0.0",
+ "proxy-from-env": "^1.1.0"
+ }
+ },
+ "node_modules/combined-stream": {
+ "version": "1.0.8",
+ "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
+ "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
+ "dev": true,
+ "dependencies": {
+ "delayed-stream": "~1.0.0"
+ },
+ "engines": {
+ "node": ">= 0.8"
+ }
+ },
+ "node_modules/commander": {
+ "version": "7.2.0",
+ "resolved": "https://registry.npmjs.org/commander/-/commander-7.2.0.tgz",
+ "integrity": "sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw==",
+ "dev": true,
+ "engines": {
+ "node": ">= 10"
+ }
+ },
+ "node_modules/d3": {
+ "version": "7.8.5",
+ "resolved": "https://registry.npmjs.org/d3/-/d3-7.8.5.tgz",
+ "integrity": "sha512-JgoahDG51ncUfJu6wX/1vWQEqOflgXyl4MaHqlcSruTez7yhaRKR9i8VjjcQGeS2en/jnFivXuaIMnseMMt0XA==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "3",
+ "d3-axis": "3",
+ "d3-brush": "3",
+ "d3-chord": "3",
+ "d3-color": "3",
+ "d3-contour": "4",
+ "d3-delaunay": "6",
+ "d3-dispatch": "3",
+ "d3-drag": "3",
+ "d3-dsv": "3",
+ "d3-ease": "3",
+ "d3-fetch": "3",
+ "d3-force": "3",
+ "d3-format": "3",
+ "d3-geo": "3",
+ "d3-hierarchy": "3",
+ "d3-interpolate": "3",
+ "d3-path": "3",
+ "d3-polygon": "3",
+ "d3-quadtree": "3",
+ "d3-random": "3",
+ "d3-scale": "4",
+ "d3-scale-chromatic": "3",
+ "d3-selection": "3",
+ "d3-shape": "3",
+ "d3-time": "3",
+ "d3-time-format": "4",
+ "d3-timer": "3",
+ "d3-transition": "3",
+ "d3-zoom": "3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-array": {
+ "version": "3.2.4",
+ "resolved": "https://registry.npmjs.org/d3-array/-/d3-array-3.2.4.tgz",
+ "integrity": "sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==",
+ "dev": true,
+ "dependencies": {
+ "internmap": "1 - 2"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-axis": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-axis/-/d3-axis-3.0.0.tgz",
+ "integrity": "sha512-IH5tgjV4jE/GhHkRV0HiVYPDtvfjHQlQfJHs0usq7M30XcSBvOotpmH1IgkcXsO/5gEQZD43B//fc7SRT5S+xw==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-brush": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-brush/-/d3-brush-3.0.0.tgz",
+ "integrity": "sha512-ALnjWlVYkXsVIGlOsuWH1+3udkYFI48Ljihfnh8FZPF2QS9o+PzGLBslO0PjzVoHLZ2KCVgAM8NVkXPJB2aNnQ==",
+ "dev": true,
+ "dependencies": {
+ "d3-dispatch": "1 - 3",
+ "d3-drag": "2 - 3",
+ "d3-interpolate": "1 - 3",
+ "d3-selection": "3",
+ "d3-transition": "3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-chord": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-chord/-/d3-chord-3.0.1.tgz",
+ "integrity": "sha512-VE5S6TNa+j8msksl7HwjxMHDM2yNK3XCkusIlpX5kwauBfXuyLAtNg9jCp/iHH61tgI4sb6R/EIMWCqEIdjT/g==",
+ "dev": true,
+ "dependencies": {
+ "d3-path": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-color": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-color/-/d3-color-3.1.0.tgz",
+ "integrity": "sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA==",
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-contour": {
+ "version": "4.0.2",
+ "resolved": "https://registry.npmjs.org/d3-contour/-/d3-contour-4.0.2.tgz",
+ "integrity": "sha512-4EzFTRIikzs47RGmdxbeUvLWtGedDUNkTcmzoeyg4sP/dvCexO47AaQL7VKy/gul85TOxw+IBgA8US2xwbToNA==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "^3.2.0"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-delaunay": {
+ "version": "6.0.4",
+ "resolved": "https://registry.npmjs.org/d3-delaunay/-/d3-delaunay-6.0.4.tgz",
+ "integrity": "sha512-mdjtIZ1XLAM8bm/hx3WwjfHt6Sggek7qH043O8KEjDXN40xi3vx/6pYSVTwLjEgiXQTbvaouWKynLBiUZ6SK6A==",
+ "dev": true,
+ "dependencies": {
+ "delaunator": "5"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-dispatch": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-dispatch/-/d3-dispatch-3.0.1.tgz",
+ "integrity": "sha512-rzUyPU/S7rwUflMyLc1ETDeBj0NRuHKKAcvukozwhshr6g6c5d8zh4c2gQjY2bZ0dXeGLWc1PF174P2tVvKhfg==",
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-drag": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-drag/-/d3-drag-3.0.0.tgz",
+ "integrity": "sha512-pWbUJLdETVA8lQNJecMxoXfH6x+mO2UQo8rSmZ+QqxcbyA3hfeprFgIT//HW2nlHChWeIIMwS2Fq+gEARkhTkg==",
+ "dependencies": {
+ "d3-dispatch": "1 - 3",
+ "d3-selection": "3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-dsv": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-dsv/-/d3-dsv-3.0.1.tgz",
+ "integrity": "sha512-UG6OvdI5afDIFP9w4G0mNq50dSOsXHJaRE8arAS5o9ApWnIElp8GZw1Dun8vP8OyHOZ/QJUKUJwxiiCCnUwm+Q==",
+ "dev": true,
+ "dependencies": {
+ "commander": "7",
+ "iconv-lite": "0.6",
+ "rw": "1"
+ },
+ "bin": {
+ "csv2json": "bin/dsv2json.js",
+ "csv2tsv": "bin/dsv2dsv.js",
+ "dsv2dsv": "bin/dsv2dsv.js",
+ "dsv2json": "bin/dsv2json.js",
+ "json2csv": "bin/json2dsv.js",
+ "json2dsv": "bin/json2dsv.js",
+ "json2tsv": "bin/json2dsv.js",
+ "tsv2csv": "bin/dsv2dsv.js",
+ "tsv2json": "bin/dsv2json.js"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-ease": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-ease/-/d3-ease-3.0.1.tgz",
+ "integrity": "sha512-wR/XK3D3XcLIZwpbvQwQ5fK+8Ykds1ip7A2Txe0yxncXSdq1L9skcG7blcedkOX+ZcgxGAmLX1FrRGbADwzi0w==",
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-fetch": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-fetch/-/d3-fetch-3.0.1.tgz",
+ "integrity": "sha512-kpkQIM20n3oLVBKGg6oHrUchHM3xODkTzjMoj7aWQFq5QEM+R6E4WkzT5+tojDY7yjez8KgCBRoj4aEr99Fdqw==",
+ "dev": true,
+ "dependencies": {
+ "d3-dsv": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-force": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-force/-/d3-force-3.0.0.tgz",
+ "integrity": "sha512-zxV/SsA+U4yte8051P4ECydjD/S+qeYtnaIyAs9tgHCqfguma/aAQDjo85A9Z6EKhBirHRJHXIgJUlffT4wdLg==",
+ "dev": true,
+ "dependencies": {
+ "d3-dispatch": "1 - 3",
+ "d3-quadtree": "1 - 3",
+ "d3-timer": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-format": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-format/-/d3-format-3.1.0.tgz",
+ "integrity": "sha512-YyUI6AEuY/Wpt8KWLgZHsIU86atmikuoOmCfommt0LYHiQSPjvX2AcFc38PX0CBpr2RCyZhjex+NS/LPOv6YqA==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-geo": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-geo/-/d3-geo-3.1.0.tgz",
+ "integrity": "sha512-JEo5HxXDdDYXCaWdwLRt79y7giK8SbhZJbFWXqbRTolCHFI5jRqteLzCsq51NKbUoX0PjBVSohxrx+NoOUujYA==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "2.5.0 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-hierarchy": {
+ "version": "3.1.2",
+ "resolved": "https://registry.npmjs.org/d3-hierarchy/-/d3-hierarchy-3.1.2.tgz",
+ "integrity": "sha512-FX/9frcub54beBdugHjDCdikxThEqjnR93Qt7PvQTOHxyiNCAlvMrHhclk3cD5VeAaq9fxmfRp+CnWw9rEMBuA==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-interpolate": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-interpolate/-/d3-interpolate-3.0.1.tgz",
+ "integrity": "sha512-3bYs1rOD33uo8aqJfKP3JWPAibgw8Zm2+L9vBKEHJ2Rg+viTR7o5Mmv5mZcieN+FRYaAOWX5SJATX6k1PWz72g==",
+ "dependencies": {
+ "d3-color": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-path": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-path/-/d3-path-3.1.0.tgz",
+ "integrity": "sha512-p3KP5HCf/bvjBSSKuXid6Zqijx7wIfNW+J/maPs+iwR35at5JCbLUT0LzF1cnjbCHWhqzQTIN2Jpe8pRebIEFQ==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-polygon": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-polygon/-/d3-polygon-3.0.1.tgz",
+ "integrity": "sha512-3vbA7vXYwfe1SYhED++fPUQlWSYTTGmFmQiany/gdbiWgU/iEyQzyymwL9SkJjFFuCS4902BSzewVGsHHmHtXg==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-quadtree": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-quadtree/-/d3-quadtree-3.0.1.tgz",
+ "integrity": "sha512-04xDrxQTDTCFwP5H6hRhsRcb9xxv2RzkcsygFzmkSIOJy3PeRJP7sNk3VRIbKXcog561P9oU0/rVH6vDROAgUw==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-random": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-random/-/d3-random-3.0.1.tgz",
+ "integrity": "sha512-FXMe9GfxTxqd5D6jFsQ+DJ8BJS4E/fT5mqqdjovykEB2oFbTMDVdg1MGFxfQW+FBOGoB++k8swBrgwSHT1cUXQ==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-scale": {
+ "version": "4.0.2",
+ "resolved": "https://registry.npmjs.org/d3-scale/-/d3-scale-4.0.2.tgz",
+ "integrity": "sha512-GZW464g1SH7ag3Y7hXjf8RoUuAFIqklOAq3MRl4OaWabTFJY9PN/E1YklhXLh+OQ3fM9yS2nOkCoS+WLZ6kvxQ==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "2.10.0 - 3",
+ "d3-format": "1 - 3",
+ "d3-interpolate": "1.2.0 - 3",
+ "d3-time": "2.1.1 - 3",
+ "d3-time-format": "2 - 4"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-scale-chromatic": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-scale-chromatic/-/d3-scale-chromatic-3.0.0.tgz",
+ "integrity": "sha512-Lx9thtxAKrO2Pq6OO2Ua474opeziKr279P/TKZsMAhYyNDD3EnCffdbgeSYN5O7m2ByQsxtuP2CSDczNUIZ22g==",
+ "dev": true,
+ "dependencies": {
+ "d3-color": "1 - 3",
+ "d3-interpolate": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-selection": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-selection/-/d3-selection-3.0.0.tgz",
+ "integrity": "sha512-fmTRWbNMmsmWq6xJV8D19U/gw/bwrHfNXxrIN+HfZgnzqTHp9jOmKMhsTUjXOJnZOdZY9Q28y4yebKzqDKlxlQ==",
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-shape": {
+ "version": "3.2.0",
+ "resolved": "https://registry.npmjs.org/d3-shape/-/d3-shape-3.2.0.tgz",
+ "integrity": "sha512-SaLBuwGm3MOViRq2ABk3eLoxwZELpH6zhl3FbAoJ7Vm1gofKx6El1Ib5z23NUEhF9AsGl7y+dzLe5Cw2AArGTA==",
+ "dev": true,
+ "dependencies": {
+ "d3-path": "^3.1.0"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-time": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/d3-time/-/d3-time-3.1.0.tgz",
+ "integrity": "sha512-VqKjzBLejbSMT4IgbmVgDjpkYrNWUYJnbCGo874u7MMKIWsILRX+OpX/gTk8MqjpT1A/c6HY2dCA77ZN0lkQ2Q==",
+ "dev": true,
+ "dependencies": {
+ "d3-array": "2 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-time-format": {
+ "version": "4.1.0",
+ "resolved": "https://registry.npmjs.org/d3-time-format/-/d3-time-format-4.1.0.tgz",
+ "integrity": "sha512-dJxPBlzC7NugB2PDLwo9Q8JiTR3M3e4/XANkreKSUxF8vvXKqm1Yfq4Q5dl8budlunRVlUUaDUgFt7eA8D6NLg==",
+ "dev": true,
+ "dependencies": {
+ "d3-time": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-timer": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-timer/-/d3-timer-3.0.1.tgz",
+ "integrity": "sha512-ndfJ/JxxMd3nw31uyKoY2naivF+r29V+Lc0svZxe1JvvIRmi8hUsrMvdOwgS1o6uBHmiz91geQ0ylPP0aj1VUA==",
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/d3-transition": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/d3-transition/-/d3-transition-3.0.1.tgz",
+ "integrity": "sha512-ApKvfjsSR6tg06xrL434C0WydLr7JewBB3V+/39RMHsaXTOG0zmt/OAXeng5M5LBm0ojmxJrpomQVZ1aPvBL4w==",
+ "dependencies": {
+ "d3-color": "1 - 3",
+ "d3-dispatch": "1 - 3",
+ "d3-ease": "1 - 3",
+ "d3-interpolate": "1 - 3",
+ "d3-timer": "1 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ },
+ "peerDependencies": {
+ "d3-selection": "2 - 3"
+ }
+ },
+ "node_modules/d3-zoom": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/d3-zoom/-/d3-zoom-3.0.0.tgz",
+ "integrity": "sha512-b8AmV3kfQaqWAuacbPuNbL6vahnOJflOhexLzMMNLga62+/nh0JzvJ0aO/5a5MVgUFGS7Hu1P9P03o3fJkDCyw==",
+ "dependencies": {
+ "d3-dispatch": "1 - 3",
+ "d3-drag": "2 - 3",
+ "d3-interpolate": "1 - 3",
+ "d3-selection": "2 - 3",
+ "d3-transition": "2 - 3"
+ },
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/delaunator": {
+ "version": "5.0.0",
+ "resolved": "https://registry.npmjs.org/delaunator/-/delaunator-5.0.0.tgz",
+ "integrity": "sha512-AyLvtyJdbv/U1GkiS6gUUzclRoAY4Gs75qkMygJJhU75LW4DNuSF2RMzpxs9jw9Oz1BobHjTdkG3zdP55VxAqw==",
+ "dev": true,
+ "dependencies": {
+ "robust-predicates": "^3.0.0"
+ }
+ },
+ "node_modules/delayed-stream": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
+ "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==",
+ "dev": true,
+ "engines": {
+ "node": ">=0.4.0"
+ }
+ },
+ "node_modules/esbuild": {
+ "version": "0.17.19",
+ "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.17.19.tgz",
+ "integrity": "sha512-XQ0jAPFkK/u3LcVRcvVHQcTIqD6E2H1fvZMA5dQPSOWb3suUbWbfbRf94pjc0bNzRYLfIrDRQXr7X+LHIm5oHw==",
+ "dev": true,
+ "hasInstallScript": true,
+ "bin": {
+ "esbuild": "bin/esbuild"
+ },
+ "engines": {
+ "node": ">=12"
+ },
+ "optionalDependencies": {
+ "@esbuild/android-arm": "0.17.19",
+ "@esbuild/android-arm64": "0.17.19",
+ "@esbuild/android-x64": "0.17.19",
+ "@esbuild/darwin-arm64": "0.17.19",
+ "@esbuild/darwin-x64": "0.17.19",
+ "@esbuild/freebsd-arm64": "0.17.19",
+ "@esbuild/freebsd-x64": "0.17.19",
+ "@esbuild/linux-arm": "0.17.19",
+ "@esbuild/linux-arm64": "0.17.19",
+ "@esbuild/linux-ia32": "0.17.19",
+ "@esbuild/linux-loong64": "0.17.19",
+ "@esbuild/linux-mips64el": "0.17.19",
+ "@esbuild/linux-ppc64": "0.17.19",
+ "@esbuild/linux-riscv64": "0.17.19",
+ "@esbuild/linux-s390x": "0.17.19",
+ "@esbuild/linux-x64": "0.17.19",
+ "@esbuild/netbsd-x64": "0.17.19",
+ "@esbuild/openbsd-x64": "0.17.19",
+ "@esbuild/sunos-x64": "0.17.19",
+ "@esbuild/win32-arm64": "0.17.19",
+ "@esbuild/win32-ia32": "0.17.19",
+ "@esbuild/win32-x64": "0.17.19"
+ }
+ },
+ "node_modules/follow-redirects": {
+ "version": "1.15.2",
+ "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.2.tgz",
+ "integrity": "sha512-VQLG33o04KaQ8uYi2tVNbdrWp1QWxNNea+nmIB4EVM28v0hmP17z7aG1+wAkNzVq4KeXTq3221ye5qTJP91JwA==",
+ "dev": true,
+ "funding": [
+ {
+ "type": "individual",
+ "url": "https://github.com/sponsors/RubenVerborgh"
+ }
+ ],
+ "engines": {
+ "node": ">=4.0"
+ },
+ "peerDependenciesMeta": {
+ "debug": {
+ "optional": true
+ }
+ }
+ },
+ "node_modules/form-data": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.0.tgz",
+ "integrity": "sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==",
+ "dev": true,
+ "dependencies": {
+ "asynckit": "^0.4.0",
+ "combined-stream": "^1.0.8",
+ "mime-types": "^2.1.12"
+ },
+ "engines": {
+ "node": ">= 6"
+ }
+ },
+ "node_modules/fsevents": {
+ "version": "2.3.2",
+ "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz",
+ "integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==",
+ "dev": true,
+ "hasInstallScript": true,
+ "optional": true,
+ "os": [
+ "darwin"
+ ],
+ "engines": {
+ "node": "^8.16.0 || ^10.6.0 || >=11.0.0"
+ }
+ },
+ "node_modules/iconv-lite": {
+ "version": "0.6.3",
+ "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
+ "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==",
+ "dev": true,
+ "dependencies": {
+ "safer-buffer": ">= 2.1.2 < 3.0.0"
+ },
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
+ "node_modules/internmap": {
+ "version": "2.0.3",
+ "resolved": "https://registry.npmjs.org/internmap/-/internmap-2.0.3.tgz",
+ "integrity": "sha512-5Hh7Y1wQbvY5ooGgPbDaL5iYLAPzMTUrjMulskHLH6wnv/A+1q5rgEaiuqEjB+oxGXIVZs1FF+R/KPN3ZSQYYg==",
+ "dev": true,
+ "engines": {
+ "node": ">=12"
+ }
+ },
+ "node_modules/js-tokens": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz",
+ "integrity": "sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ=="
+ },
+ "node_modules/lodash": {
+ "version": "4.17.21",
+ "resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.21.tgz",
+ "integrity": "sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==",
+ "dev": true
+ },
+ "node_modules/loose-envify": {
+ "version": "1.4.0",
+ "resolved": "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz",
+ "integrity": "sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q==",
+ "dependencies": {
+ "js-tokens": "^3.0.0 || ^4.0.0"
+ },
+ "bin": {
+ "loose-envify": "cli.js"
+ }
+ },
+ "node_modules/materialize": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/materialize/-/materialize-1.0.0.tgz",
+ "integrity": "sha512-KhflKa7pi4mUbFtVjkbEM1POPWlxuP+RivQocfuGkFIFteFj+oVSNMsbBXYJTUdZ1FZOgDINfFbWqOvHl0bo9Q=="
+ },
+ "node_modules/mime-db": {
+ "version": "1.52.0",
+ "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
+ "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
+ "dev": true,
+ "engines": {
+ "node": ">= 0.6"
+ }
+ },
+ "node_modules/mime-types": {
+ "version": "2.1.35",
+ "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
+ "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
+ "dev": true,
+ "dependencies": {
+ "mime-db": "1.52.0"
+ },
+ "engines": {
+ "node": ">= 0.6"
+ }
+ },
+ "node_modules/nanoid": {
+ "version": "3.3.6",
+ "resolved": "https://registry.npmjs.org/nanoid/-/nanoid-3.3.6.tgz",
+ "integrity": "sha512-BGcqMMJuToF7i1rt+2PWSNVnWIkGCU78jBG3RxO/bZlnZPK2Cmi2QaffxGO/2RvWi9sL+FAiRiXMgsyxQ1DIDA==",
+ "dev": true,
+ "funding": [
+ {
+ "type": "github",
+ "url": "https://github.com/sponsors/ai"
+ }
+ ],
+ "bin": {
+ "nanoid": "bin/nanoid.cjs"
+ },
+ "engines": {
+ "node": "^10 || ^12 || ^13.7 || ^14 || >=15.0.1"
+ }
+ },
+ "node_modules/picocolors": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.0.0.tgz",
+ "integrity": "sha512-1fygroTLlHu66zi26VoTDv8yRgm0Fccecssto+MhsZ0D/DGW2sm8E8AjW7NU5VVTRt5GxbeZ5qBuJr+HyLYkjQ==",
+ "dev": true
+ },
+ "node_modules/postcss": {
+ "version": "8.4.31",
+ "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.31.tgz",
+ "integrity": "sha512-PS08Iboia9mts/2ygV3eLpY5ghnUcfLV/EXTOW1E2qYxJKGGBUtNjN76FYHnMs36RmARn41bC0AZmn+rR0OVpQ==",
+ "dev": true,
+ "funding": [
+ {
+ "type": "opencollective",
+ "url": "https://opencollective.com/postcss/"
+ },
+ {
+ "type": "tidelift",
+ "url": "https://tidelift.com/funding/github/npm/postcss"
+ },
+ {
+ "type": "github",
+ "url": "https://github.com/sponsors/ai"
+ }
+ ],
+ "dependencies": {
+ "nanoid": "^3.3.6",
+ "picocolors": "^1.0.0",
+ "source-map-js": "^1.0.2"
+ },
+ "engines": {
+ "node": "^10 || ^12 || >=14"
+ }
+ },
+ "node_modules/proxy-from-env": {
+ "version": "1.1.0",
+ "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
+ "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==",
+ "dev": true
+ },
+ "node_modules/react": {
+ "version": "18.2.0",
+ "resolved": "https://registry.npmjs.org/react/-/react-18.2.0.tgz",
+ "integrity": "sha512-/3IjMdb2L9QbBdWiW5e3P2/npwMBaU9mHCSCUzNln0ZCYbcfTsGbTJrU/kGemdH2IWmB2ioZ+zkxtmq6g09fGQ==",
+ "dependencies": {
+ "loose-envify": "^1.1.0"
+ },
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
+ "node_modules/robust-predicates": {
+ "version": "3.0.2",
+ "resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",
+ "integrity": "sha512-IXgzBWvWQwE6PrDI05OvmXUIruQTcoMDzRsOd5CDvHCVLcLHMTSYvOK5Cm46kWqlV3yAbuSpBZdJ5oP5OUoStg==",
+ "dev": true
+ },
+ "node_modules/rollup": {
+ "version": "3.25.1",
+ "resolved": "https://registry.npmjs.org/rollup/-/rollup-3.25.1.tgz",
+ "integrity": "sha512-tywOR+rwIt5m2ZAWSe5AIJcTat8vGlnPFAv15ycCrw33t6iFsXZ6mzHVFh2psSjxQPmI+xgzMZZizUAukBI4aQ==",
+ "dev": true,
+ "bin": {
+ "rollup": "dist/bin/rollup"
+ },
+ "engines": {
+ "node": ">=14.18.0",
+ "npm": ">=8.0.0"
+ },
+ "optionalDependencies": {
+ "fsevents": "~2.3.2"
+ }
+ },
+ "node_modules/rw": {
+ "version": "1.3.3",
+ "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz",
+ "integrity": "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ==",
+ "dev": true
+ },
+ "node_modules/safer-buffer": {
+ "version": "2.1.2",
+ "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
+ "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==",
+ "dev": true
+ },
+ "node_modules/source-map-js": {
+ "version": "1.0.2",
+ "resolved": "https://registry.npmjs.org/source-map-js/-/source-map-js-1.0.2.tgz",
+ "integrity": "sha512-R0XvVJ9WusLiqTCEiGCmICCMplcCkIwwR11mOSD9CR5u+IXYdiseeEuXCVAjS54zqwkLcPNnmU4OeJ6tUrWhDw==",
+ "dev": true,
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
+ "node_modules/vite": {
+ "version": "4.3.9",
+ "resolved": "https://registry.npmjs.org/vite/-/vite-4.3.9.tgz",
+ "integrity": "sha512-qsTNZjO9NoJNW7KnOrgYwczm0WctJ8m/yqYAMAK9Lxt4SoySUfS5S8ia9K7JHpa3KEeMfyF8LoJ3c5NeBJy6pg==",
+ "dev": true,
+ "dependencies": {
+ "esbuild": "^0.17.5",
+ "postcss": "^8.4.23",
+ "rollup": "^3.21.0"
+ },
+ "bin": {
+ "vite": "bin/vite.js"
+ },
+ "engines": {
+ "node": "^14.18.0 || >=16.0.0"
+ },
+ "optionalDependencies": {
+ "fsevents": "~2.3.2"
+ },
+ "peerDependencies": {
+ "@types/node": ">= 14",
+ "less": "*",
+ "sass": "*",
+ "stylus": "*",
+ "sugarss": "*",
+ "terser": "^5.4.0"
+ },
+ "peerDependenciesMeta": {
+ "@types/node": {
+ "optional": true
+ },
+ "less": {
+ "optional": true
+ },
+ "sass": {
+ "optional": true
+ },
+ "stylus": {
+ "optional": true
+ },
+ "sugarss": {
+ "optional": true
+ },
+ "terser": {
+ "optional": true
+ }
+ }
+ }
+ }
+}
diff --git a/Homework3/suchao/VanillaJS-Template/package.json b/Homework3/suchao/VanillaJS-Template/package.json
new file mode 100644
index 0000000..55b5298
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/package.json
@@ -0,0 +1,22 @@
+{
+ "name": "vanillajs",
+ "private": true,
+ "version": "0.0.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "vite build",
+ "preview": "vite preview"
+ },
+ "devDependencies": {
+ "axios": "^1.2.1",
+ "d3": "^7.8.0",
+ "lodash": "^4.17.21",
+ "vite": "^4.3.9"
+ },
+ "dependencies": {
+ "d3-zoom": "^3.0.0",
+ "materialize": "^1.0.0",
+ "react": "^18.2.0"
+ }
+}
diff --git a/Homework3/suchao/VanillaJS-Template/src/barChart.js b/Homework3/suchao/VanillaJS-Template/src/barChart.js
new file mode 100644
index 0000000..21a2862
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/src/barChart.js
@@ -0,0 +1,162 @@
+import * as d3 from 'd3';
+import Data from '../data/Genre_count.json';
+import axios from 'axios';
+import { isEmpty, debounce } from 'lodash';
+
+const margin = { left: 45, right: 0, top: 20, bottom: 85 };
+var size = { width: 0, height: 0 };
+var bars = Data.data;
+
+// Define a color scale, and each fav_genre has a unique color.
+const fav_genre_set = ["Classical", "Country", "EDM", "Folk", "Gospel", "Hip hop", "Jazz", "K pop", "Latin", "Lofi", "Metal", "Pop", "R&B", "Rap", "Rock", "Video game music"];
+const colorScale = d3.scaleOrdinal().domain(fav_genre_set).range(["red", "blue", "green", "brown", "orange", "grey", "purple", "yellow", "aqua", "fuchsia", "lime", "maroon", "navy", "olive", "silver", "teal"]); // Define a color scale
+
+const onResize = (targets) => {
+ targets.forEach(target => {
+ if (target.target.getAttribute('id') !== 'bar-container') return;
+ size = { width: target.contentRect.width, height: target.contentRect.height };
+ if (!isEmpty(size) && !isEmpty(bars)) {
+ d3.select('#bar-svg').selectAll('*').remove();
+ initChart();
+ }
+ });
+};
+
+const chartObserver = new ResizeObserver(debounce(onResize, 100));
+
+export const BarChart = () => (
+ `
+
+
+
`
+);
+
+export function mountBarChart() {
+ let barContainer = document.querySelector('#bar-container');
+ chartObserver.observe(barContainer);
+}
+
+function initChart() {
+ let xCategories = [...new Set(bars.map((d) => d.Fav_genre))];
+ // Create the horizontal scale and its axis generator.
+ const x = d3.scaleBand()
+ .domain(xCategories)
+ .range([margin.left, size.width - margin.right])
+ .padding(0.1);
+
+ const xAxis = d3.axisBottom(x).tickSizeOuter(0);
+
+ // Create the vertical scale.
+ const y = d3.scaleLinear()
+ .domain([0, d3.max(bars, d => d.count_genre)]).nice()
+ .range([size.height - margin.bottom, margin.top]);
+
+ // Create the SVG container and call the zoom behavior.
+ const svg = d3.select('#bar-svg')
+ .attr('width', size.width)
+ .attr('height', size.height)
+ .call(zoom);
+
+
+ const title = svg.append('g') // Add a title to the chart.
+ .append('text')
+ .attr('transform', `translate(${size.width / 2}, ${margin.top - 15})`)
+ .attr('dy', '0.5rem')
+ .style('text-anchor', 'middle')
+ .style('font-size', '.9rem')
+ .text('Overview of the number of people who like different music genres');
+
+ // Append the bars with different colors.
+ svg.append('g')
+ .attr('class', 'bars')
+ .selectAll('rect')
+ .data(bars)
+ .join('rect')
+ .attr('x', d => x(d.Fav_genre))
+ .attr('y', d => y(d.count_genre))
+ .attr('height', d => y(0) - y(d.count_genre))
+ .attr('width', x.bandwidth())
+ .attr('fill', (d, i) => colorScale(i))
+ .on('click', function(event, d) {
+ d3.select('#bar-container').attr('selected', d.Fav_genre);
+ }); // Assign different colors based on the index
+
+ // Append the axes.
+ svg.append('g')
+ .attr('class', 'x-axis')
+ .attr('transform', `translate(0,${size.height - margin.bottom})`)
+ .call(xAxis)
+ .selectAll('text')
+ .style('text-anchor', 'end')
+ .attr('dx', '-0.5em')
+ .attr('dy', '-0.2em')
+ .attr('transform', 'rotate(-45)');
+
+ svg.append('g')
+ .attr('class', 'y-axis')
+ .attr('transform', `translate(${margin.left},0)`)
+ .call(d3.axisLeft(y))
+ .call(g => g.select('.domain').remove());
+
+ svg.append('g')
+ .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`)
+ .append('text')
+ .text('Count')
+ .style('font-size', '.8rem');
+
+ svg.append('g')
+ .attr('transform', `translate(${size.width / 2 - margin.left}, ${size.height - margin.top - 5})`)
+ .append('text')
+ .text('Genre Name')
+ .style('font-size', '.8rem');
+
+ // Create a color legend scale
+ const colorLegendScale = d3.scaleOrdinal()
+ .domain(xCategories)
+ .range(xCategories.map((category, i) => colorScale(i)));
+
+ // Create a legend SVG element
+ const legendSvg = svg.append('g')
+ .attr('class', 'legend')
+ .attr('transform', `translate(${size.width - margin.right - 100}, ${margin.top})`);
+
+ // Create colored rectangles and labels in the legend
+ const legendRectSize = 8;
+ const legendSpacing = 1;
+
+ const legendRects = legendSvg.selectAll('.legend-rect')
+ .data(xCategories)
+ .enter().append('rect')
+ .attr('class', 'legend-rect')
+ .attr('x', 0)
+ .attr('y', (d, i) => i * (legendRectSize + legendSpacing))
+ .attr('width', legendRectSize)
+ .attr('height', legendRectSize)
+ .style('fill', d => colorLegendScale(d));
+
+ const legendLabels = legendSvg.selectAll('.legend-label')
+ .data(xCategories)
+ .enter().append('text')
+ .attr('class', 'legend-label')
+ .attr('x', legendRectSize + legendSpacing)
+ .attr('y', (d, i) => i * (legendRectSize + legendSpacing) + legendRectSize / 2)
+ .style('font-size', '.5rem')
+ .attr('dy', '0.35em')
+ .text(d => d);
+
+ function zoom(svg) {
+ const extent = [[margin.left, margin.top], [size.width - margin.right, size.height - margin.top]];
+
+ svg.call(d3.zoom()
+ .scaleExtent([1, 8])
+ .translateExtent(extent)
+ .extent(extent)
+ .on('zoom', zoomed));
+
+ function zoomed(event) {
+ x.range([margin.left, size.width - margin.right].map(d => event.transform.applyX(d)));
+ svg.selectAll('.bars rect').attr('x', d => x(d.Fav_genre)).attr('width', x.bandwidth());
+ svg.selectAll('.x-axis').call(xAxis);
+ }
+ }
+}
diff --git a/Homework3/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js b/Homework3/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js
new file mode 100644
index 0000000..b7bfd61
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js
@@ -0,0 +1,244 @@
+import * as d3 from 'd3';
+import Data from '../data/data_with_index.json';
+import { debounce, isEmpty } from 'lodash';
+
+const margin = { top: 40, right: 20, bottom: 40, left: 0 };
+let size = { width: 0, height: 0 };
+const data = Data;
+
+const Primary_streaming_service_index_set = [125, 126, 127, 128, 129, 130];
+const primary_streaming_service_set = ["Apple Music", "No streaming service.", "Other streaming service", "Pandora", "Spotify", "YouTube Music"];
+const colorScale = d3.scaleOrdinal().domain(Primary_streaming_service_index_set).range(["red", "blue", "green", "brown", "orange", "grey"]); // Define a color scale
+
+const onResize = (targets) => {
+ targets.forEach(target => {
+ if (target.target.getAttribute('id') !== 'parallel-coordinates-container') return;
+ size = { width: target.contentRect.width, height: target.contentRect.height };
+ if (!isEmpty(size) && !isEmpty(data)) {
+ d3.select('#parallel-coordinates-svg').selectAll('*').remove();
+ initParallelCoordinates();
+ }
+ });
+};
+
+const chartObserver = new ResizeObserver(debounce(onResize, 100));
+
+export const ParallelCoordinatesPlot = () => (
+ ``
+);
+
+export function mountParallelCoordinatesPlot() {
+ const container = document.querySelector('#parallel-coordinates-container');
+ chartObserver.observe(container);
+}
+
+function initParallelCoordinates() {
+ const chartContainer = d3.select('#parallel-coordinates-svg');
+
+ // append the svg object to the body of the page
+ chartContainer
+ .append("g")
+ .attr("transform",
+ "translate(" + margin.left + "," + margin.top + ")");
+
+ // Extract the list of dimensions we want to keep in the plot. Here I keep all except the column called Species
+ const dimensions = ['Age', 'While_working', 'Hours_per_day', 'Fav_genre_index', 'Primary_streaming_service_index'];
+
+ // For each dimension, I build a linear scale. I store all in a y object
+ const y = {}
+ for (const i in dimensions) {
+ const name = dimensions[i]
+ y[name] = d3.scaleLinear()
+ .domain(d3.extent(data, function (d) { return +d[name]; }))
+ .range([size.height - margin.bottom, margin.top])
+ }
+
+ // Build the X scale -> it finds the best position for each Y axis
+ const x = d3.scalePoint()
+ .range([0, size.width])
+ .padding(1)
+ .domain(dimensions);
+
+ // The path function takes a row of the csv as input and returns x and y coordinates of the line to draw for this row.
+ function path(d) {
+ return d3.line()(dimensions.map(function (p) { return [x(p), y[p](d[p])]; }));
+ }
+
+ // Draw the lines
+ chartContainer
+ .selectAll("myPath")
+ .data(data)
+ .enter().append("path")
+ .attr("d", path)
+ .style("fill", "none")
+ .style("stroke", (d, i) => {
+ const primaryStreamingServiceIndex = d['Primary_streaming_service_index'];
+ return colorScale(primaryStreamingServiceIndex);
+ })
+ .style("opacity", 0.5);
+
+ // Draw the axis:
+ chartContainer.selectAll("myAxis")
+ .data(dimensions).enter()
+ .append("g")
+ .attr("transform", function (d) { return "translate(" + x(d) + "," + 0 + ")"; })
+ .each(function (d) {
+ const tickValues = getTickValuesForDimension(d);
+ const tickFormat = getTickFormatForDimension(d);
+
+ d3.select(this)
+ .call(d3.axisLeft().scale(y[d])
+ .tickValues(tickValues)
+ .tickFormat((d, i) => tickFormat[i])
+ )
+ })
+ // Add axis title
+ .append("text")
+ .style("text-anchor", "middle")
+ .attr("y", -9)
+ .text(function (d) { return d; })
+ .style("fill", "black");
+
+ dimensions.forEach((dimension, i) => {
+ chartContainer.append("text")
+ .attr("transform", `translate(${x(dimension)}, ${size.height - 25})`) // Adjust the position as needed
+ .style("text-anchor", "middle")
+ .text(dimension)
+ .style("font-size", '.55rem')
+ .style("fill", "black");
+ });
+
+ const title = chartContainer.append('g') // Add a title to the chart.
+ .append('text')
+ .attr('transform', `translate(${size.width / 2}, ${margin.top - 25})`)
+ .attr('dy', '0.5rem')
+ .style('text-anchor', 'middle')
+ .style('font-size', '.68rem')
+ .text('Overview of dataset in terms of Age, While_working, Hours_per_day, Fav_genre_index, and Primary_streaming_service_index');
+ // Draw the axis and labels
+ dimensions.forEach((dimension, i) => {
+ chartContainer.append("g")
+ .attr("class", "axis")
+ .attr("transform", `translate(${x(dimension)}, 0)`)
+ .append("text")
+ .style("text-anchor", "middle")
+ .attr("y", -15)
+ .text(dimension)
+ .style("fill", "black");
+ });
+
+ const brushes = dimensions.map((dimension) => {
+ return d3.brushY()
+ .extent([[-10, 0], [10, size.height]])
+ .on("brush end", brushed);
+ });
+
+ // Initialize the x-scale domain
+ x.domain(dimensions);
+
+ // Append the brushes to the chart
+ const brushGroup = chartContainer.selectAll(".brush")
+ .data(brushes)
+ .enter()
+ .append("g")
+ .attr("class", "brush")
+ .attr("transform", (d, i) => `translate(${x(dimensions[i])},0)`)
+ .each(function (d) {
+ d3.select(this).call(d);
+ });
+
+ // Function to handle brushing
+ function brushed(event) {
+ const selectedData = [];
+ chartContainer.selectAll("path")
+ .style("display", function (d) {
+ const isVisible = dimensions.every((dimension, i) => {
+ const extent = d3.brushSelection(brushGroup.nodes()[i]);
+ if (!extent) return true;
+ const yScale = y[dimension];
+ const yValue = yScale(d[dimension]);
+ return extent[0] <= yValue && yValue <= extent[1];
+ });
+ if (isVisible) {
+ selectedData.push(d);
+ return null; // Keep the path visible
+ } else {
+ return "none"; // Hide the path
+ }
+ });
+ }
+
+ // Create a color legend scale
+ const colorLegendScale = d3.scaleOrdinal()
+ .domain(primary_streaming_service_set)
+ .range(primary_streaming_service_set.map((primary_streaming_service_set, i) => colorScale(i)));
+
+ // Create a legend SVG element
+ const legendSvg = chartContainer.append('g')
+ .attr('class', 'legend')
+ .attr('transform', `translate(${size.width - margin.right - 85}, ${margin.top})`);
+
+ // Create colored rectangles and labels in the legend
+ const legendRectSize = 8;
+ const legendSpacing = 1;
+
+ const legendRects = legendSvg.selectAll('.legend-rect')
+ .data(primary_streaming_service_set)
+ .enter().append('rect')
+ .attr('class', 'legend-rect')
+ .attr('x', 0)
+ .attr('y', (d, i) => i * (legendRectSize + legendSpacing))
+ .attr('width', legendRectSize)
+ .attr('height', legendRectSize)
+ .style('fill', d => colorLegendScale(d));
+
+ const legendLabels = legendSvg.selectAll('.legend-label')
+ .data(primary_streaming_service_set)
+ .enter().append('text')
+ .attr('class', 'legend-label')
+ .attr('x', legendRectSize + legendSpacing)
+ .attr('y', (d, i) => i * (legendRectSize + legendSpacing) + legendRectSize / 2)
+ .style('font-size', '.52rem')
+ .attr('dy', '0.35em')
+ .text(d => d);
+}
+
+// Function to get tick values for a specific dimension
+function getTickValuesForDimension(dimension) {
+ switch (dimension) {
+ case 'Age':
+ return [10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 46, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 80, 89];
+ case 'Primary_streaming_service_index':
+ return [125, 126, 127, 128, 129, 130];
+ case 'While_working':
+ return [151, 152];
+ case 'Hours_per_day':
+ return [0, 0.1, 0.25, 0.5, 0.7, 1, 1.5, 2, 2.5, 3, 4, 4.5, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 20, 24];
+ case 'Fav_genre_index':
+ return [131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146];
+ default:
+ return [];
+ }
+}
+
+// Function to get tick format for a specific dimension
+function getTickFormatForDimension(dimension) {
+ switch (dimension) {
+ case 'Age':
+ return [10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 46, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 80, 89];
+ case 'Primary_streaming_service_index':
+ return ["Apple Music", "No streaming service", "Other", "Pandora", "Spotify", "YouTube Music"];
+ case 'While_working':
+ return ["Yes", "No"];
+ case 'Hours_per_day':
+ return [0, 0.1, 0.25, 0.5, 0.7, 1, 1.5, 2, 2.5, 3, 4, 4.5, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 20, 24];
+ case 'Fav_genre_index':
+ return ["Classical", "Country", "EDM", "Folk", "Gospel", "Hip hop", "Jazz", "K pop", "Latin", "Lofi", "Metal", "Pop", "R&B", "Rap", "Rock", "Video game music"];
+ default:
+ return [];
+ }
+}
diff --git a/Homework3/suchao/VanillaJS-Template/src/pieBarChart.js b/Homework3/suchao/VanillaJS-Template/src/pieBarChart.js
new file mode 100644
index 0000000..05e53bc
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/src/pieBarChart.js
@@ -0,0 +1,344 @@
+import * as d3 from 'd3';
+import AllData from '../data/streaming_service.json';
+import Data from '../data/pie_Fav_genre.json';
+import { isEmpty, debounce } from 'lodash';
+
+const margin = { left: 45, right: 20, top: 20, bottom: 75 };
+var size = { width: 0, height: 0 };
+var data = AllData.data;
+var selected = '';
+
+// Define a color scale for both charts
+const colorScale = d3.scaleOrdinal(d3.schemeCategory10);
+
+const onResize = (targets) => {
+ targets.forEach(target => {
+ if (target.target.getAttribute('id') !== 'chart-container') return;
+ size = { width: target.contentRect.width, height: target.contentRect.height };
+ if (!isEmpty(size) && !isEmpty(data)) {
+ d3.select('#chart-svg').selectAll('*').remove();
+ if (isBarChartVisible) {
+ initBarChart();
+ } else {
+ if (selected !== '') {
+ data = Object.entries(Data.find((element) => element.Fav_genre === selected)).map(([key, value]) => {
+ return {'Primary_streaming_service': key, 'count': value};
+ }).filter(((element) => element.Primary_streaming_service !== "Fav_genre"));
+ }
+ initPieChart();
+ }
+ }
+ });
+};
+
+const onChange = (targets) => {
+ targets.forEach(target => {
+ if(target.type === "attributes") {
+ if (target.target.getAttribute('id') !== 'bar-container') return;
+ selected = target.target.getAttribute('selected')
+ if (!isEmpty(size) && !isEmpty(data)) {
+ d3.select('#chart-svg').selectAll('*').remove();
+ if (isBarChartVisible) {
+ initBarChart();
+ } else {
+ if (selected !== '') {
+ console.log(selected);
+ data = Object.entries(Data.find((element) => element.Fav_genre === selected)).map(([key, value]) => {
+ return {'Primary_streaming_service': key, 'count': value};
+ }).filter(((element) => element.Primary_streaming_service !== "Fav_genre"));
+ }
+ initPieChart();
+ }
+ }
+ }
+
+ })
+}
+
+const chartObserver = new ResizeObserver(debounce(onResize, 100));
+const selectionObserver = new MutationObserver(debounce(onChange, 100));
+
+export const Chart = () => (
+ ``
+);
+
+export function mountChart() {
+ let chartContainer = document.querySelector('#chart-container');
+ chartObserver.observe(chartContainer);
+
+ let barContainer = document.querySelector('#bar-container');
+ selectionObserver.observe(barContainer, {
+ attributes: true
+ });
+
+ const switchButton = document.querySelector('#switch-button');
+ switchButton.addEventListener('click', toggleChart);
+
+ initPieChart();
+}
+
+let isBarChartVisible = false;
+
+function toggleChart() {
+ const chartContainer = d3.select('#chart-container');
+ const chartSvg = d3.select('#chart-svg');
+
+ if (isBarChartVisible) {
+ // Switch to the pie chart
+ chartSvg.selectAll('*').remove();
+ initPieChart();
+ } else {
+ // Switch to the bar chart
+ chartSvg.selectAll('*').remove();
+ initBarChart();
+ }
+
+ isBarChartVisible = !isBarChartVisible;
+}
+
+// Define a function to initialize the Bar Chart
+function initBarChart() {
+ let xCategories = [...new Set(data.map((d) => d.Primary_streaming_service))];
+
+ // Create the horizontal scale and its axis generator.
+ const x = d3.scaleBand()
+ .domain(xCategories)
+ .range([margin.left, size.width - margin.right])
+ .padding(0.1);
+
+ const xAxis = d3.axisBottom(x).tickSizeOuter(0);
+
+ // Create the vertical scale.
+ const y = d3.scaleLinear()
+ .domain([0, d3.max(data, d => d.count)]).nice()
+ .range([size.height - margin.bottom, margin.top]);
+
+ // Create the SVG container and call the zoom behavior.
+ const svg = d3.select('#chart-svg')
+ .attr('width', size.width)
+ .attr('height', size.height);
+
+ const title = svg.append('g')
+ .append('text')
+ .attr('transform', `translate(${size.width / 2}, ${margin.top - 15})`)
+ .attr('dy', '0.5rem')
+ .style('text-anchor', 'middle')
+ .style('font-size', '.9rem')
+ .text('Overview of the number of respondents in different streaming services');
+
+ // Append the bars with different colors.
+ const bars = svg.append('g')
+ .attr('class', 'bars')
+ .selectAll('rect')
+ .data(data)
+ .enter()
+ .append('rect')
+ .attr('x', d => x(d.Primary_streaming_service))
+ .attr('y', y(0))
+ .attr('height', 0)
+ .attr('width', x.bandwidth())
+ .attr('fill', (d, i) => colorScale(i));
+
+ // Transition to update the bar chart
+ bars.transition()
+ .duration(1000)
+ .attr('y', d => y(d.count))
+ .attr('height', d => size.height - margin.bottom - y(d.count));
+
+ // Append the axes.
+ svg.append('g')
+ .attr('class', 'x-axis')
+ .attr('transform', `translate(0,${size.height - margin.bottom})`)
+ .call(xAxis)
+ .selectAll('text')
+ .style('text-anchor', 'end')
+ .attr('dx', '-0.1em')
+ .attr('dy', '0.3em')
+ .attr('transform', 'rotate(-10)');
+
+ svg.append('g')
+ .attr('class', 'y-axis')
+ .attr('transform', `translate(${margin.left},0)`)
+ .call(d3.axisLeft(y))
+ .call(g => g.select('.domain').remove());
+
+ svg.append('g')
+ .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`)
+ .append('text')
+ .text('Count')
+ .style('font-size', '.8rem');
+
+ svg.append('g')
+ .attr('transform', `translate(${size.width / 2 - margin.left}, ${size.height - margin.top - 5})`)
+ .append('text')
+ .text('Genre Name')
+ .style('font-size', '.8rem');
+
+ // Create a color legend scale
+ const colorLegendScale = d3.scaleOrdinal()
+ .domain(xCategories)
+ .range(xCategories.map((category, i) => colorScale(i)));
+
+ // Create a legend SVG element
+ const legendSvg = svg.append('g')
+ .attr('class', 'legend')
+ .attr('transform', `translate(${size.width - margin.right - 120}, ${margin.top})`);
+
+ // Create colored rectangles and labels in the legend
+ const legendRectSize = 12;
+ const legendSpacing = 1;
+
+ const legendRects = legendSvg.selectAll('.legend-rect')
+ .data(xCategories)
+ .enter().append('rect')
+ .attr('class', 'legend-rect')
+ .attr('x', 0)
+ .attr('y', (d, i) => i * (legendRectSize + legendSpacing))
+ .attr('width', legendRectSize)
+ .attr('height', legendRectSize)
+ .style('fill', d => colorLegendScale(d));
+
+ const legendLabels = legendSvg.selectAll('.legend-label')
+ .data(xCategories)
+ .enter().append('text')
+ .attr('class', 'legend-label')
+ .attr('x', legendRectSize + legendSpacing)
+ .attr('y', (d, i) => i * (legendRectSize + legendSpacing) + legendRectSize / 2)
+ .style('font-size', '.5rem')
+ .attr('dy', '0.35em')
+ .text(d => d);
+}
+
+// Define a function to initialize the Pie Chart
+function initPieChart() {
+ console.log(data);
+ const pieContainer = d3.select('#chart-svg');
+
+ // Define your pie chart data and layout here
+ const pieData = d3.pie().value(d => d.count)(data);
+ const arcGenerator = d3.arc()
+ .innerRadius(0)
+ .outerRadius(Math.min(size.width, size.height) / 2 - 35);
+
+ const pieGroup = pieContainer.append('g')
+ .attr('transform', `translate(${size.width / 2}, ${size.height / 2})`);
+
+ const sliceLabels = pieGroup.selectAll('.slice-labels')
+ .data(pieData)
+ .enter()
+ .append('g')
+ .attr('class', 'slice-labels');
+
+ const title = pieContainer.append('g')
+ .append('text')
+ .attr('transform', `translate(${size.width / 2}, ${margin.top - 15})`)
+ .attr('dy', '0.5rem')
+ .style('text-anchor', 'middle')
+ .style('font-size', '.9rem')
+ .text(`Distribution of the streaming services under ${(selected)? selected: "all genres"}` );
+
+ // Append pie chart slices and animate transitions
+ const paths = sliceLabels.append('path')
+ .attr('d', arcGenerator)
+ .attr('fill', (d, i) => colorScale(i));
+
+ // Add percentages to the slices
+ paths.each(function (d) {
+ const slice = d3.select(this);
+ const [x, y] = arcGenerator.centroid(d);
+ const percentage = ((d.endAngle - d.startAngle) / (2 * Math.PI)) * 100; // Calculate percentage
+
+ // Display percentage text on the slice
+ sliceLabels.append('text')
+ .attr('class', 'percentage-label')
+ .attr('text-anchor', 'middle')
+ .attr('x', x)
+ .attr('y', y - 10) // Adjust the vertical position of the text
+ .text(`${percentage.toFixed(1)}%`)
+ .style('font-size', '.8rem');
+ });
+
+ paths.on('mouseover', function (event, d) {
+ d3.select(this)
+ .transition()
+ .duration(100)
+ .attr('d', arcGenerator.innerRadius(0).outerRadius(Math.min(size.width, size.height) / 2 - 28));
+ });
+
+ // Add tooltips on hover
+ sliceLabels.on('mouseover', function (event, d) {
+ const [x, y] = arcGenerator.centroid(d);
+
+ // Display tooltip with Primary_streaming_service and count
+ sliceLabels.append('text')
+ .attr('class', 'tooltip')
+ .attr('text-anchor', 'middle')
+ .attr('x', x)
+ .attr('y', y + 20) // Adjust the vertical position of the text
+ .text(`${d.data.Primary_streaming_service}: ${d.data.count}`)
+ .style('font-size', '.8rem')
+ .attr('fill', 'white');
+ });
+
+ // Remove tooltips on mouseout
+ sliceLabels.on('mouseout', function () {
+ // Remove tooltip
+ sliceLabels.select('.tooltip').remove();
+ });
+
+ paths.on('mouseout', function (event, d) {
+ d3.select(this)
+ .transition()
+ .duration(100)
+ .attr('d', arcGenerator.innerRadius(0).outerRadius(Math.min(size.width, size.height) / 2 - 35));
+ });
+
+ // Animate transitions
+ paths.transition()
+ .duration(1000)
+ .attrTween('d', function (d) {
+ const interpolate = d3.interpolate({ startAngle: 0, endAngle: 0 }, d);
+ return function (t) {
+ return arcGenerator(interpolate(t));
+ };
+ });
+
+ // Create a color legend scale
+ const colorLegendScale = d3.scaleOrdinal()
+ .domain(data.map(d => d.Primary_streaming_service))
+ .range(data.map((d, i) => colorScale(i)));
+
+ // Create a legend SVG element
+ const legendSvg = pieContainer.append('g')
+ .attr('class', 'legend')
+ .attr('transform', `translate(${size.width - margin.right - 120}, ${margin.top})`);
+
+ // Create colored rectangles and labels in the legend
+ const legendRectSize = 12;
+ const legendSpacing = 1;
+
+ const legendRects = legendSvg.selectAll('.legend-rect')
+ .data(data.map(d => d.Primary_streaming_service))
+ .enter().append('rect')
+ .attr('class', 'legend-rect')
+ .attr('x', 0)
+ .attr('y', (d, i) => i * (legendRectSize + legendSpacing))
+ .attr('width', legendRectSize)
+ .attr('height', legendRectSize)
+ .style('fill', d => colorLegendScale(d));
+
+ const legendLabels = legendSvg.selectAll('.legend-label')
+ .data(data.map(d => d.Primary_streaming_service))
+ .enter().append('text')
+ .attr('class', 'legend-label')
+ .attr('x', legendRectSize + legendSpacing)
+ .attr('y', (d, i) => i * (legendRectSize + legendSpacing) + legendRectSize / 2)
+ .style('font-size', '.5rem')
+ .attr('dy', '0.35em')
+ .text(d => d);
+}
diff --git a/Homework3/suchao/VanillaJS-Template/style.css b/Homework3/suchao/VanillaJS-Template/style.css
new file mode 100644
index 0000000..2eb0e92
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/style.css
@@ -0,0 +1,107 @@
+/* Define global styles for the entire document */
+:root {
+ font-family: Inter, Avenir, Helvetica, Arial, sans-serif; /* Set the default font family */
+ font-size: 1rem; /* Set the default font size */
+
+ /* Font rendering and smoothing properties */
+ font-synthesis: none; /* Disable font synthesis */
+ text-rendering: optimizeLegibility; /* Optimize text rendering for legibility */
+ -webkit-font-smoothing: antialiased; /* Enable anti-aliased text rendering on WebKit browsers */
+ -moz-osx-font-smoothing: grayscale; /* Enable grayscale text rendering on macOS */
+ -webkit-text-size-adjust: 100%; /* Adjust text size for mobile devices */
+}
+
+/* Apply styles to the entire body of the HTML document */
+body {
+ margin: 0; /* Remove default margin */
+ height: 100vh; /* Set the body height to fill the viewport (100% of the viewport height) */
+}
+
+/* Apply styles to the element with the id "app" */
+#app {
+ height: 100%; /* Make sure #app takes up the entire viewport height */
+ width: 100%; /* Make sure #app takes up the entire viewport width */
+}
+
+/* Apply styles to elements with class "column" */
+.column {
+ padding: 10px; /* Add padding to all sides of the element */
+ flex: 1; /* Each column should take equal space within its container */
+ display: flex; /* Use a flexbox layout for the container */
+ flex-direction: column; /* Arrange child elements in a vertical column */
+ overflow: auto; /* Allow content to scroll if it overflows the container */
+}
+
+/* Apply styles to elements with class "d-flex" */
+.d-flex {
+ display: flex; /* Use a flexbox layout for elements with this class */
+}
+
+/* Apply styles to elements with class "flex-column" */
+.flex-column {
+ flex-direction: column; /* Arrange child elements in a vertical column */
+}
+
+.chart-container{
+ height: 50vh;
+ width: 100%;
+}
+
+.PCchart-container{
+ height: 100%;
+ width: 100vw;
+}
+
+/* Apply styles to elements with class "flex-nowrap" */
+.flex-nowrap {
+ flex-wrap: nowrap; /* Prevent child elements from wrapping to the next line */
+}
+
+/* Apply styles to the element with the id "main-container" */
+#main-container {
+ height: 100%; /* Make sure #main-container takes up the entire viewport height */
+ display: flex; /* Use a flexbox layout for the container */
+}
+
+/* Apply styles to elements with class "left-panel" */
+.left-panel {
+ display: flex; /* Use a flexbox layout for elements with this class */
+ flex-direction: column; /* Arrange child elements in a vertical column */
+ width: 50%; /* Set the width of the left panel to 50% of the parent container */
+}
+
+/* Apply styles to elements with class "top-half" and "bottom-half" */
+.top-half,
+.bottom-half {
+ flex: 1; /* Each of these sections should take equal space within their container */
+ display: flex; /* Use a flexbox layout for these sections */
+ justify-content: center; /* Center content horizontally within each section */
+ align-items: center; /* Center content vertically within each section */
+}
+
+/* Apply styles to the element with class "middle-center" */
+.middle-center {
+ width: 100%;
+ /* Allow this element to adjust its width automatically */
+}
+
+/* Adjust the width and layout for the right panel */
+.right-panel {
+ width: 50%; /* Set the width of the right panel to 50% of the parent container */
+ display: flex; /* Use a flexbox layout for the right panel */
+ justify-content: center; /* Center content horizontally within each section */
+ align-items: center; /* Center content vertically within the right panel */
+ background-color: #f0f0f0; /* Set the background color for the right panel */
+}
+
+.chart-wrapper {
+ display: flex;
+ flex-direction: column; /* Arrange items in a column layout. Button on top, chart container below. */
+ align-items: center; /* Center items horizontally within the wrapper. */
+}
+
+#switch-button {
+ margin-bottom: 1px; /* Add margin to the bottom of the button for spacing. */
+ font-size: .8rem; /* Adjust the font size as needed. */
+}
+
diff --git a/Homework3/suchao/VanillaJS-Template/vite.config.js b/Homework3/suchao/VanillaJS-Template/vite.config.js
new file mode 100644
index 0000000..ce484e2
--- /dev/null
+++ b/Homework3/suchao/VanillaJS-Template/vite.config.js
@@ -0,0 +1,8 @@
+import { defineConfig } from 'vite'
+
+// vite.config.js
+export default defineConfig({
+ server: {
+ port: 3000,
+ },
+})
\ No newline at end of file