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Research tool for visually exploring BLS Occupational Outlook Handbook data with an interactive treemap, LLM-powered scoring pipeline, and data…
karpathy/jobs — BLS Job Market Visualizer Skill by ara.so — Daily 2026 Skills collection. A research tool for visually exploring Bureau of Labor Statistics Occupational Outlook Handbook data across 342 occupations. The interactive treemap colors rectangles by employment size (area) and any chosen metric (color): BLS growth outlook, median pay, education requirements, or LLM-scored AI exposure. The pipeline is fully forkable — write a new prompt, re-run scoring, get a new color layer. Live demo: karpathy.ai/jobs Installation & Setup # Clone the repo git clone https://github.com/karpathy/jobs cd jobs
don't have the plugin yet? install it then click "run inline in claude" again.