Data sources

Built on public U.S. government data

Every salary, admission rate, cost, and outlook figure on Auspex traces back to one of the three public datasets below. Tap through to check any number at the source.

Auspex is a private product, not a government entity. It is not affiliated with, endorsed by, or sponsored by the U.S. Department of Labor, the U.S. Department of Education, or the U.S. Bureau of Labor Statistics.

O*NET

U.S. Department of Labor — Employment & Training Administration

Occupation structure, work activities, key skills, and job requirements behind the career catalog, the quiz matcher, and the AI-exposure model.

onetcenter.org (official O*NET site)dol.gov — Employment & Training Administration.gov

This site incorporates information from O*NET Web Services by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). O*NET® is a trademark of USDOL/ETA.

College Scorecard

U.S. Department of Education

College admission rates, average net costs, student size, and graduate earnings shown on the Colleges pages.

collegescorecard.ed.gov.gov

Public-domain open data from the U.S. Department of Education.

Occupational Outlook Handbook

U.S. Bureau of Labor Statistics

Median wages, employment, and job-outlook figures for careers across the app.

bls.gov/ooh — Occupational Outlook Handbook.gov

Wage and employment-outlook figures derive from the U.S. Bureau of Labor Statistics.

How the O*NET task data becomes an AI-exposure score is documented step by step on our methodology page. Figures are modeled estimates for guidance — not financial, legal, or admissions advice.