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Current dataset · 345 careers

AI job-risk leaderboards

See the careers with the highest and lowest modeled task exposure. Rankings update when the underlying research dataset changes.

These are research rankings—not weekly popularity claims. A “most searched” chart will only be published after enough real, privacy-conscious search data exists.
Highest exposureLowest exposureCategory leadersFull research index

Most exposed jobs in the dataset

Highest modeled task-exposure scores.

Medical Transcriptionist
Healthcare · 0–2 years impact window95%Accountant
Finance & Legal · 0–2 years impact window93%Financial Advisor (Standard Tier)
Finance & Legal · 0–2 years impact window92%Voice-Over Artist (Commercial)
Creative & Design · 0–2 years impact window91%New Accounts Clerks
Admin & Ops · 0–2 years impact window87%Office Clerks, General
Admin & Ops · 0–2 years impact window87%Procurement Clerks
Admin & Ops · 0–2 years impact window86%Brokerage Clerks
Admin & Ops · 0–2 years impact window85%Order Clerks
Admin & Ops · 0–2 years impact window84%Postal Service Clerks
Admin & Ops · 0–2 years impact window84%SDR / Cold Outreach Rep
Marketing & Sales · 0–2 years impact window84%Stock Illustrator
Creative & Design · 0–2 years impact window84%Tax Preparer (Simple Returns)
Finance & Legal · 0–2 years impact window84%File Clerks
Admin & Ops · 0–2 years impact window83%QA Manual Tester
Tech · 0–2 years impact window83%Customer Support Agent (Chat/Email)
Customer-Facing · 0–2 years impact window82%Correspondence Clerks
Admin & Ops · 0–2 years impact window80%Bookkeeper
Admin & Ops · 0–2 years impact window78%Virtual Assistant
Admin & Ops · 0–2 years impact window78%Data Entry Clerk
Tech · 0–2 years impact window76%

Lowest-exposure jobs in the dataset

Roles where physical presence, responsibility, trust, or complex judgment remain central.

Carpenters
Trades & Physical · 6–10+ years impact window8%Electricians
Trades & Physical · 6–10+ years impact window8%First-Line Supervisors of Correctional Officers
Customer-Facing · 6–10+ years impact window8%First-Line Supervisors of Firefighting and Prevention Workers
Customer-Facing · 6–10+ years impact window8%First-Line Supervisors of Police and Detectives
Customer-Facing · 6–10+ years impact window8%First-Line Supervisors of Protective Service Workers, All Other
Customer-Facing · 6–10+ years impact window8%First-Line Supervisors of Security Workers
Customer-Facing · 6–10+ years impact window8%Genetic Counselors
Healthcare · 6–10+ years impact window8%Helpers--Carpenters
Trades & Physical · 6–10+ years impact window8%Helpers--Electricians
Trades & Physical · 6–10+ years impact window8%Nurse Anesthetists
Healthcare · 6–10+ years impact window8%Nurse Midwives
Healthcare · 6–10+ years impact window8%Nurse Practitioners
Healthcare · 6–10+ years impact window8%Physician Assistants
Healthcare · 6–10+ years impact window8%Physicians, All Other
Healthcare · 6–10+ years impact window8%Registered Nurses
Healthcare · 6–10+ years impact window8%Firefighter
Trades & Physical · 6–10+ years impact window9%Physical Therapists
Healthcare · 6–10+ years impact window9%Electrician
Trades & Physical · 6–10+ years impact window10%Fire Inspectors and Investigators
Customer-Facing · 6–10+ years impact window10%

Highest exposure by category

One current leader from each occupation group.

New Accounts Clerks
Admin & Ops · 0–2 years impact window87%Voice-Over Artist (Commercial)
Creative & Design · 0–2 years impact window91%Customer Support Agent (Chat/Email)
Customer-Facing · 0–2 years impact window82%University Lecturer (Intro Courses)
Education · 2–4 years impact window63%Accountant
Finance & Legal · 0–2 years impact window93%Medical Transcriptionist
Healthcare · 0–2 years impact window95%SDR / Cold Outreach Rep
Marketing & Sales · 0–2 years impact window84%QA Manual Tester
Tech · 0–2 years impact window83%Power Plant Operators
Trades & Physical · 2–4 years impact window55%SEO Content Writer (Listicles)
Writing & Media · 0–2 years impact window74%