US Job Market Visualizer – Andrej Karpathy

Andrej Karpathy built a research tool that visualizes 342 occupations from the Bureau of Labor Statistics, representing 143M US jobs as a treemap where rectangle area reflects employment size and color encodes metrics like projected growth, median pay, education, or AI exposure. The tool includes an LLM-powered pipeline that lets users write custom prompts to score and color occupations by any criteria, though the AI exposure scores are rough estimates that reflect work transformation rather than job displacement.