AI exposure reports · 202 roles
Every role, A to Z
Each report reads end to end: a single exposure figure, the window in which change lands, what is driving it, how it differs by sector, the skills and tools that matter, and a plain closing judgement. All free.
- 801–3 yrs
- 800–3 yrs
Customer Service Representatives
801–3 yrs- 800–3 yrs
- 750–3 yrs
- 751–3 yrs
- 751–4 yrs
Administrative Support Officers
701–4 yrs
- 255–10 yrs
- 255–10 yrs
- 2510–15 yrs
- 2510–15 yrs
- 255–15 yrs
- 255–10 yrs
- 255–10 yrs
- 255–10 yrs
Exposure is the share of the role's current work that AI can plausibly take on within the stated window. Lower is safer.
A
- 651–4 yrs
- 552–5 yrs
Administrative Support Officers
701–4 yrs- 403–8 yrs
- 401–2 yrs
- 506–11 yrs
- 305–10 yrs
- 451–5 yrs
- 455–10 yrs
B
- 454–9 yrs
- 701–4 yrs
- 553–7 yrs
- 552–6 yrs
Business Development Executives
502–6 yrsBusiness Intelligence Analysts
652–5 yrs
C
- 801–3 yrs
- 455–10 yrs
- 2510–15 yrs
- 800–3 yrs
- 3010–15 yrs
- 455–10 yrs
- 305–15 yrs
Chief Executive Officers (CEOs)
305–15 yrsChief Financial Officers (CFOs)
552–7 yrsChief Information Officers (CIOs)
305–15 yrsChief Marketing Officers (CMOs)
305–15 yrsChief Operating Officers (COOs)
305–15 yrsChief Technology Officers (CTOs)
305–15 yrsChildcare Workers/Nursery Nurses
2510–15 yrs- 405–10 yrs
- 750–3 yrs
- 751–3 yrs
Clinical and Counseling Psychologists
405–10 yrs- 354–10 yrs
- 502–6 yrs
- 305–15 yrs
- 601–4 yrs
Computer and Information Systems Managers
403–7 yrs- 455–10 yrs
- 701–3 yrs
- 652–5 yrs
- 652–5 yrs
Computer Systems Engineers/Architects
452–6 yrs- 602–5 yrs
- 701–4 yrs
Corporate Development Managers
602–5 yrs- 455–10 yrs
- 700–3 yrs
- 601–4 yrs
Customer Service Representatives
801–3 yrs
D
- 652–5 yrs
- 800–3 yrs
- 552–5 yrs
- 355–15 yrs
- 552–5 yrs
- 255–10 yrs
- 453–6 yrs
- 355–10 yrs
- 552–5 yrs
Diagnostic Medical Sonographers
255–10 yrs- 652–5 yrs
- 503–7 yrs
- 255–15 yrs
E
- 554–9 yrs
- 355–10 yrs
- 255–10 yrs
Emergency Medical Technicians (EMTs)
456–11 yrs- 553–7 yrs
- 455–10 yrs
- 552–5 yrs
F
- 453–8 yrs
- 602–5 yrs
- 502–6 yrs
- 652–5 yrs
Financial and Investment Analysts
652–5 yrs- 503–7 yrs
- 652–5 yrs
Financial Project Coordinators
502–6 yrsFine Artists, Including Painters, Sculptors, and Illustrators
455–10 yrs- 3010–15 yrs
- 602–5 yrs
G
- 452–7 yrs
- 255–10 yrs
- 405–10 yrs
General Practitioners / Family Doctors
405–10 yrs- 552–7 yrs
H
- 403–7 yrs
- 453–6 yrs
- 652–5 yrs
- 453–7 yrs
- 255–10 yrs
I
- 455–10 yrs
- 503–7 yrs
Information Technology Project Managers
403–7 yrs- 553–7 yrs
- 651–4 yrs
- 652–6 yrs
- 455–10 yrs
- 751–4 yrs
- 601–6 yrs
- 652–5 yrs
- 652–5 yrs
- 552–6 yrs
- 502–5 yrs
- 452–7 yrs
K
- 354–9 yrs
- 404–9 yrs
L
- 455–10 yrs
- 505–10 yrs
- 552–5 yrs
M
- 351–4 yrs
- 602–5 yrs
- 453–8 yrs
- 553–7 yrs
- 455–10 yrs
- 554–9 yrs
- 553–6 yrs
Medical Laboratory Technicians
552–5 yrs- 305–10 yrs
- 305–10 yrs
N
Network and Computer Systems Administrators
602–5 yrs- 553–7 yrs
News Analysts, Reporters, and Journalists
652–5 yrs- 255–10 yrs
- 304–10 yrs
O
- 355–10 yrs
- 601–5 yrs
- 602–5 yrs
- 355–10 yrs
P
- 602–5 yrs
- 455–10 yrs
- 602–5 yrs
- 651–4 yrs
- 255–15 yrs
- 652–5 yrs
- 503–8 yrs
- 602–5 yrs
- 505–10 yrs
- 405–10 yrs
- 504–9 yrs
- 405–10 yrs
- 553–7 yrs
- 453–8 yrs
- 2510–15 yrs
- 405–10 yrs
- 602–5 yrs
- 2510–15 yrs
- 354–9 yrs
- 652–5 yrs
- 602–5 yrs
- 453–7 yrs
- 503–7 yrs
- 453–7 yrs
- 502–6 yrs
- 405–10 yrs
- 651–4 yrs
Q
Quantitative Analysts (Quants)
701–4 yrs
R
Radiologic Technologists and Technicians
404–8 yrs- 405–10 yrs
- 602–5 yrs
- 602–5 yrs
- 602–5 yrs
- 354–9 yrs
- 255–10 yrs
- 255–10 yrs
- 501–5 yrs
- 453–7 yrs
- 651–4 yrs
- 402–6 yrs
S
- 452–6 yrs
- 454–9 yrs
- 453–8 yrs
- 552–5 yrs
- 701–4 yrs
Shop Assistants/Retail Sales Assistants
602–5 yrs- 651–4 yrs
- 455–10 yrs
- 452–6 yrs
- 401–6 yrs
Software Quality Assurance Analysts
652–5 yrs- 405–10 yrs
- 355–10 yrs
- 553–7 yrs
- 602–5 yrs
- 502–5 yrs
- 306–11 yrs
- 652–5 yrs
T
- 651–4 yrs
- 602–5 yrs
- 552–5 yrs
- 701–4 yrs
- 553–7 yrs
Training and Development Specialists
503–7 yrs
U
- 552–6 yrs
V
- 652–5 yrs
- 355–10 yrs
- 453–7 yrs
W
- 552–5 yrs
- 552–5 yrs
- 552–5 yrs
- 651–5 yrs
- 551–6 yrs
Colour: under 40 · 40–59 · 60 and above — low exposure to very high exposure.