Labor Forecast

Labor Forecast shows how exposed every major U.S. occupation is to artificial intelligence - before it affects your career.

Explore all 341 occupations tracked by the Bureau of Labor Statistics, each scored from 0–10 for AI exposure.

• See which jobs AI will reshape first
• Discover safer career alternatives
• Instantly check your own career’s risk score

Make smarter career decisions with clear, data-driven insights.

Scores are based on a methodology developed by Andrej Karpathy and are intended as a starting point for career research, not a definitive forecast.