How exposed is your job to AI? Andrej Karpathy rated the average at 5.3 out of 10.
5.3
Average exposure
8.4
SW dev (highest tech)
1.8
Plumber (lowest)
Based on Andrej Karpathy's job exposure ratings (2026). The average American job scores 5.3/10 for AI automation exposure. Software developers are among the most exposed; trades requiring physical presence in variable environments are least exposed. Foundation's argument: if half of all jobs are above 5, you need the floor before the displacement hits.