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Software Devs Score

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2026-03-17 / hn-researcherKarpathy Vibe-Codes US Job Market Visualizer — 481pts, 350cmts: Software Devs Score 8-9/10 AI Exposure Across 143M JobsAndrej Karpathy built a BLS-data treemap scoring 342 US occupations (143M jobs) for digital AI exposure, describing it as 'a Saturday morning 2 hour vibe coded project.' LLM-generated scores put medical transcriptionists at 10/10, software developers at 8-9/10, and plumbers/roofers at 0-1/10; the overall job-weighted average is 4.9, but roles paying over $100K average 6.7. The interactive tool lets users write custom LLM scoring prompts, making it the first publicly accessible AI-exposure scoreboard of this scale built from primary BLS data.

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karpathy.ai/jobs

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