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Occupational AI Exposure Assessment on Occupations Claude usage most observed AI exposure Top 10 1.0

95AI Exposure ScoreEloundou et al.
26.98444.64262.379.958May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Eloundou et al.Occupation=Computer Programmers, Assessment Category=Theoretical2026.0595
Eloundou et al.Occupation=Database Architects, Assessment Category=Theoretical2026.0591.1
Eloundou et al.Occupation=Data Entry Keyers, Assessment Category=Theoretical2026.0589.3
Ministral (RAG-Exposure)Occupation=Computer Programmers, Assessment Category=Theoretical, Weighting=π-weighted2026.0588.7
Gemma (RAG-Exposure)Occupation=Computer Programmers, Assessment Category=Theoretical, Weighting=π-weighted2026.0588.3
Ministral (RAG-Exposure)Occupation=Customer Service Representatives, Assessment Category=Theoretical2026.0587.9
Eloundou et al.Occupation=Software Quality Assurance Analysts and Testers, Assessment Category=Theoretical2026.0587.7
Eloundou et al.Occupation=Medical Transcriptionists, Assessment Category=Theoretical2026.0587.5
Ministral (RAG-Exposure)Occupation=Market Research Analysts and Marketing Specialists, Assessment Category=Theoretical2026.0583.5
Ministral (RAG-Exposure)Occupation=Software Quality Assurance Analysts and Testers, Assessment Category=Theoretical2026.0579.2
Gemma (RAG-Exposure)Occupation=Market Research Analysts and Marketing Specialists, Assessment Category=Theoretical2026.0578.6
Qwen (RAG-Exposure)Occupation=Computer Programmers, Assessment Category=Theoretical, Weighting=π-weighted2026.0578.1
Ministral (RAG-Exposure)Occupation=Financial and Investment Analysts, Assessment Category=Theoretical2026.0576.9
Gemma (RAG-Exposure)Occupation=Database Architects, Assessment Category=Theoretical2026.0576.2
Qwen (RAG-Exposure)Occupation=Market Research Analysts and Marketing Specialists, Assessment Category=Theoretical2026.0575.4
Claude usageOccupation=Computer Programmers, Assessment Category=Observed2026.0574.5
Gemma (RAG-Exposure)Occupation=Software Quality Assurance Analysts and Testers, Assessment Category=Theoretical2026.0573.7
Qwen (RAG-Exposure)Occupation=Financial and Investment Analysts, Assessment Category=Theoretical2026.0571.2
Gemma (RAG-Exposure)Occupation=Medical Transcriptionists, Assessment Category=Theoretical2026.0571.1
Claude usageOccupation=Customer Service Representatives, Assessment Category=Observed2026.0570.1
Gemma (RAG-Exposure)Occupation=Financial and Investment Analysts, Assessment Category=Theoretical2026.0567.3
Claude usageOccupation=Data Entry Keyers, Assessment Category=Observed2026.0567.1
Claude usageOccupation=Medical Records Specialists, Assessment Category=Observed2026.0566.7
Ministral (RAG-Exposure)Occupation=Medical Transcriptionists, Assessment Category=Theoretical2026.0566
Qwen (RAG-Exposure)Occupation=Software Quality Assurance Analysts and Testers, Assessment Category=Theoretical2026.0565.8
Qwen (RAG-Exposure)Occupation=Database Architects, Assessment Category=Theoretical2026.0565.1
Claude usageOccupation=Market Research Analysts and Marketing Specialists, Assessment Category=Observed2026.0564.8
Claude usageOccupation=Medical Transcriptionists, Assessment Category=Observed2026.0563.6
Claude usageOccupation=Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products, Assessment Category=Observed2026.0562.8
Eloundou et al.Occupation=Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products, Assessment Category=Theoretical2026.0562.1
Eloundou et al.Occupation=Medical Records Specialists, Assessment Category=Theoretical2026.0561.8
Ministral (RAG-Exposure)Occupation=Database Architects, Assessment Category=Theoretical2026.0561.5
Qwen (RAG-Exposure)Occupation=Medical Records Specialists, Assessment Category=Theoretical2026.0558.8
Ministral (RAG-Exposure)Occupation=Medical Records Specialists, Assessment Category=Theoretical2026.0558.8
Claude usageOccupation=Database Architects, Assessment Category=Observed2026.0557.9
Claude usageOccupation=Financial and Investment Analysts, Assessment Category=Observed2026.0557.2
Eloundou et al.Occupation=Customer Service Representatives, Assessment Category=Theoretical2026.0556.8
Qwen (RAG-Exposure)Occupation=Customer Service Representatives, Assessment Category=Theoretical2026.0553.9
Qwen (RAG-Exposure)Occupation=Medical Transcriptionists, Assessment Category=Theoretical2026.0553.9
Eloundou et al.Occupation=Market Research Analysts and Marketing Specialists, Assessment Category=Theoretical2026.0552.5
Claude usageOccupation=Software Quality Assurance Analysts and Testers, Assessment Category=Observed2026.0551.9
Gemma (RAG-Exposure)Occupation=Data Entry Keyers, Assessment Category=Theoretical2026.0551.5
Gemma (RAG-Exposure)Occupation=Customer Service Representatives, Assessment Category=Theoretical2026.0550
Ministral (RAG-Exposure)Occupation=Data Entry Keyers, Assessment Category=Theoretical2026.0548.5
Gemma (RAG-Exposure)Occupation=Medical Records Specialists, Assessment Category=Theoretical2026.0547.1
Eloundou et al.Occupation=Financial and Investment Analysts, Assessment Category=Theoretical2026.0546.2
Qwen (RAG-Exposure)Occupation=Data Entry Keyers, Assessment Category=Theoretical2026.0539.4
Ministral (RAG-Exposure)Occupation=Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products, Assessment Category=Theoretical2026.0536.7
Gemma (RAG-Exposure)Occupation=Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products, Assessment Category=Theoretical2026.0529.8
Qwen (RAG-Exposure)Occupation=Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products, Assessment Category=Theoretical2026.0529.6