AI Job Exposure Index 2026
A transparent comparison of 345 careers. The index measures estimated exposure of current tasks to AI—not the probability that a person will lose a job.
Explore by occupation group
Use a focused hub to compare similar careers.
43% average modeled exposure · Explore how AI is changing software, data, infrastructure, security, and technical support work.
Creative & Design20 jobs49% average modeled exposure · Compare AI task exposure across design, visual production, and creative direction careers.
Writing & Media9 jobs43% average modeled exposure · See where generative AI assists media work and where reporting, judgment, voice, and accountability remain human.
Marketing & Sales20 jobs54% average modeled exposure · Compare automation pressure across research, campaigns, sales operations, persuasion, and relationship-driven work.
Admin & Ops33 jobs54% average modeled exposure · Explore AI exposure in coordination, records, scheduling, logistics, and operational roles.
Finance & Legal28 jobs57% average modeled exposure · Compare AI task exposure in regulated work involving analysis, documentation, advice, and professional accountability.
Customer-Facing54 jobs22% average modeled exposure · See how AI changes service work while trust, empathy, negotiation, and difficult real-world situations remain human-led.
Healthcare48 jobs22% average modeled exposure · Explore AI assistance and automation across clinical, diagnostic, care, and healthcare support occupations.
Education17 jobs31% average modeled exposure · Compare AI exposure across teaching, assessment, academic support, and education administration.
Trades & Physical74 jobs30% average modeled exposure · Explore careers where physical environments, dexterity, safety, and on-site responsibility limit automation.
What the dataset shows
Extremes are useful for comparison, not certainty.
Higher modeled exposure
Medical Transcriptionist95%Accountant93%Financial Advisor (Standard Tier)92%Voice-Over Artist (Commercial)91%New Accounts Clerks87%Office Clerks, General87%Procurement Clerks86%Brokerage Clerks85%Lower modeled exposure
First-Line Supervisors of Protective Service Workers, All Other8%Physicians, All Other8%First-Line Supervisors of Firefighting and Prevention Workers8%Physician Assistants8%First-Line Supervisors of Police and Detectives8%First-Line Supervisors of Correctional Officers8%First-Line Supervisors of Security Workers8%Helpers--Electricians8%Exposure distribution
30 higher-exposure, 123 moderate-exposure, and 192 lower-exposure reports in the current dataset.
How the index is built
Every number should remain traceable and interpretable.
Primary research foundations
Sources inform the model; they do not directly endorse each site score.