About

Career Atlas is an independent map of about 1,000 US occupations: what they pay, where they are heading, and how exposed they are to AI.

Pay and outlook come straight from federal statistics. The AI figures are a model, and the site says so on the number itself.

Built and maintained by Noah Antone. There is no company behind it.

The method is public, the sources are named on every page, and the data is yours to download.

If a number looks wrong, say so; corrections are the most useful mail this site gets.

Career Atlas is an independent project. Pay and outlook data: U.S. Bureau of Labor Statistics (public domain). Skills and work activities: O*NET, U.S. Department of Labor / ETA, used under CC BY 4.0. AI-exposure and future-proof scores are modeled estimates, not professional or financial advice.