❗️Andrej Karpathy built a map of every job in America and how likely AI is to replace it

The former OpenAI and Tesla AI leader just released an open-source project that scores how exposed every U.S. job is to AI automation.

Here’s how it works:

The dataset:
• Scraped 342 occupations from the U.S. Bureau of Labor Statistics
• Each job was evaluated using an LLM scoring rubric from 0–10
• Built an interactive treemap visualization
• Rectangle size = number of workers in that job
• Color = how vulnerable the role is to AI

The key rule behind the scoring
If the work product is digital and the