After Anthropic's study tracking the "exposure" of various occupations to AI, Andrej Karpathy has
made an interactive open-source tool called "US Job Market Visualizer",
that uses AI for exposure scoring and treemap visualization. This may
be useful if you are considering a career with less exposure to AI. 😉
Link to the tool:
https://karpathy.ai/jobs/
Source code:
https://github.com/karpathy/jobs
Wednesday, March 18, 2026
AI and the future of work: which jobs are at risk (2)
Labels:
AI
Saturday, March 7, 2026
AI and the future of work: which jobs are at risk (1)
Anthropic has released a new study tracking the "exposure" of various occupations to AI.
Key takeaways:
- Artificial intelligence is far from reaching its theoretical potential: actual adoption still represents only a fraction of what is feasible.
- Occupations with higher exposure are projected to grow more slowly by 2034. (BTW, have you calculated how many years you have until retirement?)
- Workers in the most exposed professions are more likely to be older, female, highly educated, and better paid.
- Since late 2022, there has been no systematic increase in unemployment among highly exposed workers, though there is suggestive evidence that hiring of juniors in these occupations has slowed.
Labels:
AI
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