Majors index · United States
AI exposure by college major
Each reading is built from where that degree's graduates actually work (Census ACS data), scored with the same two signals and research verdict as our job pages. The evidence on AI and graduate outcomes is contested, and each page says so.
Agriculture and Environment
Business
Education
Early Childhood Education
exposure 64/100 · 74% of graduates covered
AI-resistant despite the paperworkConfidence: Medium
Elementary Education
exposure 68/100 · 76% of graduates covered
AI-resistant despite the paperworkConfidence: Medium
Secondary Education
exposure 68/100 · 68% of graduates covered
AI-resistant despite the paperworkConfidence: Medium
Special Education
exposure 64/100 · 75% of graduates covered
AI-resistant despite the paperworkConfidence: Medium
Engineering and Design
Architecture
exposure 72/100 · 56% of graduates covered
Insufficient evidenceConfidence: Insufficient
Civil Engineering
exposure 74/100 · 54% of graduates covered
Insufficient evidenceConfidence: Insufficient
Construction Management
exposure 70/100 · 59% of graduates covered
Insufficient evidenceConfidence: Insufficient
Health
Communication Disorders
exposure 72/100 · 69% of graduates covered
AI-resistant despite the paperworkConfidence: Medium
Nursing
exposure 61/100 · 78% of graduates covered
AI-resistant despite the paperworkConfidence: Medium
Nutrition
exposure 67/100 · 53% of graduates covered
Insufficient evidenceConfidence: Insufficient
Pharmacy
exposure 68/100 · 61% of graduates covered
AI-resistant despite the paperworkConfidence: Medium
Therapy Professions
exposure 53/100 · 57% of graduates covered
Insufficient evidenceConfidence: Insufficient