AI Engineering

Mar 15, 2026 · Industry Insights

Karpathy’s Chilling Visualization Shows Which Jobs AI Could Replace

Karpathy’s new "karpathy/jobs" visualization scores 342 U.S. occupations on AI exposure using Gemini Flash, revealing that software engineers rank 8‑9, transcriptionists hit 10, while roofers stay near 0, highlighting which jobs may soon be automated.