Data sources
Career Matchup publishes source-backed occupation records only after the import, code join, availability, and integrity checks pass. The record-level source release, reference period, occupation code, and file hash remain visible on every profile.
Current release
These are the datasets and bridge files used by the validated catalog. Open the original publisher page for the authoritative source documentation.
O*NET Database
Occupation descriptions, alternate titles, work context, work styles, and skills.
Occupational Employment and Wage Statistics
National employment and wage estimates by occupation.
Employment Projections
Projected employment change, annual openings, and preparation categories.
O*NET-SOC to National Employment Matrix Crosswalk
Documented occupation-code bridge used during the import and validation process.
Attribution
Career Matchup is an independent presentation and calculation layer. It does not represent an endorsement by the source organizations.
O*NET: This page includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. Career Matchup has modified some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. Read the O*NET license.
BLS: Source: U.S. Bureau of Labor Statistics. Career Matchup calculations and presentation are independent and are not produced or endorsed by BLS.