US Job Market Visualizer – Andrej Karpathy
Summary
The US Job Market Visualizer is a GitHub tool visualizing 342 occupations from the BLS Occupational Outlook Handbook across 143 million jobs. It uses a treemap where tile area reflects employment and color encodes metrics like AI exposure, with an LLM-powered scoring pipeline for flexible prompt-based coloring. It serves as a development tool for exploring AI-related workforce impacts rather than a formal economic publication.