The Jobs Most Exposed to AI Demand the Most Reasoning: A 737-Occupation Analysis

Across 737 U.S. occupations, AI exposure rises with reasoning demand (r = 0.71). Only nine high-reasoning jobs sit below median exposure, all hands-on.