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Karpathy's AI Job Exposure Analysis: Screen-Based Roles at Highest Risk =======================================================================
Karpathy's AI Job Exposure Analysis: Screen-Based Roles at Highest Risk =======================================================================  ### God of Prompt
@godofprompt
Karpathy just scored every job in America on AI replacement risk ☠️
342 occupations.
Average exposure: 5.3/10.
Software devs sitting at 8-9. Medical transcriptionists at a perfect 10. Plumbers? Safe at 0-1.
The pattern is clear: if your entire job lives on a screen, AI is coming for it. If your hands touch the physical world, you’re protected.
The variable Karpathy’s treemap doesn’t show: prompt skill.
Two people with the same job title can land on completely different sides of that score based on how well they direct AI.
The ones who master AI don’t get replaced by it. They become the ones doing the replacing.Show More
00:13
#### Kaito | 海斗
@_kaitodev · 19h ago
5 minutes ago, @karpathy just dropped karpathy/jobs!
he scraped every job in the US economy (342 occupations from BLS), scored each one's AI exposure 0-10 using an LLM, and visualized it as a treemap.
if your whole job happens on a screen you're cooked.
average score across all jobs is 5.3/10.
software devs: 8-9.
roofers: 0-1.
medical transcriptionists: 10/10 💀 karpathy.ai/jobsI Show More
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Mar 15, 2026, 9:29 AM View on X
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66.7K Views  God of Prompt @godofprompt
One Sentence Summary
Andrej Karpathy releases a treemap scoring 342 US occupations on AI replacement risk, highlighting that screen-based jobs face the highest exposure.
Summary
This tweet discusses a new project by Andrej Karpathy that evaluates the AI exposure of 342 US occupations using BLS data and LLM scoring. The analysis reveals a clear pattern: jobs performed primarily on screens (e.g., software developers at 8-9, medical transcriptionists at 10) have high risk scores, while physical labor jobs (e.g., plumbers at 0-1) remain safe. The author emphasizes that 'prompt skill' will be the key differentiator, determining whether a worker is replaced by AI or becomes the one leveraging it.
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Karpathy's AI Job Exposure Analysis: Screen-Based Roles a... ===============