Karpathy Launches Interactive US Job Market Visualizer With AI Exposure Scoring — 481 HN Points
karpathy.ai·medium signal
Andrej Karpathy published an interactive tool at karpathy.ai/jobs visualizing 342 occupations from BLS Occupational Outlook Handbook data across 143 million US jobs, with LLM-powered scoring of 'Digital AI Exposure' per occupation. The tool lets users toggle between projected growth, median pay, education requirements, and AI automation exposure in a single view — the first data-backed, interactive AI job-impact map from a credible AI voice. The HN thread hit 481 points and 350 comments, with significant practitioner debate about which exposure scores feel accurate vs. overestimated.