Data sources for Data Scientists
Sources for data displayed in this career's career overview are listed below. Unless otherwise stated:
- Data from O*NET projects was collected under the O*NET-SOC 2019 occupation 15-2051.00 (Data Scientists).
- Data from other sources was collected under the 2018 SOC occupation 15-2051 (Data Scientists).
- Career video
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CareerOneStop career videos
Source: CareerOneStop external site
- What they do
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O*NET-SOC 2019 taxonomy
Source: O*NET 29.2 Database
- On the job, you would
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2020 (analyst) task statements
Source: O*NET 29.2 Database
- Personality
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2023 (machine learning) interests ratings
Source: O*NET 29.2 Database
- Technology
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O*NET technology examples
Source: O*NET 29.2 Database
- Education
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2021 (analyst - preliminary) job zone ratings
IPEDS 2023-24 directory (provisional release)
IPEDS 2022-23 completions (provisional release)
CIP to O*NET-SOC crosswalk
CareerOneStop certificationsSources: O*NET 29.2 Database, IPEDS external site, O*NET Crosswalks, CareerOneStop external site
- Job Outlook
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2023-2033 BLS projections data
2023 BLS wage data
2023 BLS state employment data
NLx job postingsSources: Bureau of Labor Statistics EP external site, Bureau of Labor Statistics OEWS external site, NLx external site
- Explore More
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O*NET related occupations
2023 BLS industry employment by occupationSources: O*NET 29.2 Database, Bureau of Labor Statistics EP external site