Andrej Karpathy Releases AI Employment Outlook Map for 342 Jobs

Chainthink

Release Time: 03/15/2026 07:50:35

Summary

On March 15, 2026, Andrej Karpathy released an AI employment outlook map covering 342 jobs, scoring each on a 10-point scale for AI replacement potential. Physical roles such as roofers and home care workers received low scores, while digital roles like developers and analysts scored high. Risk-on assets remain under pressure as automation reshapes the workforce. CFT measures are also being closely examined for their impact on technology-driven industries.

ChainThink reports that on March 15, OpenAI co-founder Andrej Karpathy released a job outlook map covering 342 occupations, reflecting the degree to which jobs are susceptible to replacement by AI. On a scale of 10, higher scores indicate greater potential for AI substitution.

The most essential jobs in the diagram are hands-on roles, including roofers, cleaners, construction workers, plumbers, electricians, gardeners, nurses, and home care workers.

Medical transcriptionists, software developers, data analysts, legal assistants, and financial analysts, whose work is entirely digital in input and output, scored higher in AI substitutability.

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