Labor Forecast

Labor Forecast shows you how exposed major US occupations are to artificial intelligence - before it affects your career. Browse all 341 occupations tracked by the Bureau of Labor Statistics, each scored 0–10 for AI exposure based on a structured rubric developed by AI researcher Andrej Karpathy. See which jobs AI will reshape first, and which careers offer the strongest resistance. FEATURES - Explore all 341 BLS-tracked occupations ranked by AI exposure - Browse by 25 industry categories - Check your own career's risk score instantly - See salary, job count, 10-year growth outlook and education requirements - Discover safer career alternatives with similar salaries - Save careers to your personal watchlist DATA - Occupational data from the BLS Occupational Outlook Handbook 2024–2034 - AI exposure scores generated using Google Gemini Flash with a structured rubric - Covers 143 million US jobs across all major occupational groups Labor Forecast is a reference tool to help you make informed career decisions. Scores are estimates - use them as a starting point, not a definitive forecast.