Wednesday, March 18, 2026

AI and the future of work: which jobs are at risk (2)

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


 

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.
 
Graph for those who enjoy envisioning their future: