AI Exposure Explorer
✓ 771 occupations · BLS OEWS May 2025 employment · HBS / OpenAI automation scores
Filter U.S. occupations by job family, automation-exposure score, and time window. The charts and tables below update live to show how employment has shifted across the exposure spectrum.
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Job families
·Automation score
Total jobs (2025)
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Automation score vs. employment change
Each bubble is one occupation; size = employment, color = family.
Employment change by family
Employment-weighted % change over the selected window.
Job families
Occupations
Sources. Employment: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), May 2022–May 2025 national files. Automation-exposure scores: Harvard Business School working paper No. 25-039 (Srinivasan, Chen, and Zakerinia, 2024; updated 2025), derived with OpenAI's GPT-4o from O*NET v25.1 task content and mapped by CRE42 to the six-digit SOC level. Exposure bands: Low (<0.20), Moderate (0.20–0.35), Elevated (0.35–0.50), High (≥0.50).