Karpathy Jobs Bls Visualizer

This is Andrej Karpathy's research tool for exploring Bureau of Labor Statistics data across 342 occupations with an interactive D3.js treemap. The real power is the scoring pipeline: write a custom prompt (like "how exposed is this job to humanoid robotics"), run it through an LLM via OpenRouter, and get a new color layer on the visualization. It ships with full BLS scraping utilities, markdown parsers, and an AI exposure baseline, but the architecture is built for forking. You get cached HTML, structured CSVs, and a single-file frontend you can extend. Use it when you want to ask quantitative questions about the job market that combine official stats with LLM reasoning, or when you need a template for building custom data scoring pipelines.