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