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AI risk by role

The TalentRisk UK Role Index

AI resilience scores for 154 UK roles, computed from task-level research and occupational data. Higher is more resilient.

Numbers are deterministic — not AI-generated. How we calculate them →

Admin & Operations

Office Manager62/100
Personal Assistant48/100
Receptionist42/100
Administrator38/100
Customer Service Advisor35/100
Call Centre Agent32/100
Data Entry Specialist25/100
Data Entry Clerk18/100
Data Entry Operator18/100

Education

Special Needs Teacher (SENCO)92/100
Primary School Teacher88/100
Headteacher88/100
Teacher86/100
Teaching Assistant82/100
Secondary School Teacher82/100
University Professor82/100
FE Lecturer80/100
Lecturer78/100

Finance

Finance Manager70/100
Management Consultant65/100
Compliance Officer65/100
Financial Advisor62/100
Investment Banker60/100
Mortgage Advisor58/100
Fund Manager58/100
Actuary55/100
Accountant52/100
Financial Analyst48/100
Insurance Underwriter45/100
FP&A Analyst45/100
Payroll Manager42/100
Bookkeeper28/100
Accounts Payable Clerk20/100

Healthcare

Healthcare Assistant94/100
Paramedic94/100
Midwife92/100
Mental Health Nurse92/100
Nurse90/100
Physiotherapist88/100
Occupational Therapist88/100
Dental Hygienist85/100
GP85/100
Medical Consultant85/100
Doctor82/100
Dentist80/100
Pharmacist72/100
Radiographer65/100

HR & People

HR Manager70/100
People Director70/100
HR Director70/100
Recruiter52/100

Legal

Barrister72/100
In-house Counsel70/100
Solicitor68/100
Corporate Lawyer62/100
Corporate Attorney62/100
Commercial Lawyer62/100
Conveyancer52/100
Legal Secretary45/100
Paralegal42/100

Management

CEO88/100
Managing Director85/100
COO80/100
CFO78/100
Facilities Manager78/100
Chief Technology Officer78/100
CTO78/100
Chief Product Officer78/100
Group Chief Digital Officer78/100
ESG Manager75/100
VP Product75/100
Chief People Officer75/100
Chief Digital Officer75/100
CDO75/100
Operations Manager72/100
Head of Product72/100
General Counsel72/100
Programme Manager70/100
Risk Manager70/100
Project Manager68/100
Procurement Manager68/100
Delivery Manager60/100

Marketing & Comms

Photographer75/100
Content Strategist62/100
Marketing Manager58/100
Animator58/100
Social Media Manager55/100
Journalist55/100
Graphic Designer52/100
Content Manager50/100
Content Writer40/100
Copywriter38/100

Public Sector

Firefighter95/100
Police Officer92/100
Social Worker88/100
Environmental Health Officer78/100
Town Planner72/100
Policy Officer65/100

Retail

Chef92/100
Barista85/100
Waiter82/100
Hotel Manager78/100
Store Manager75/100
Retail Assistant58/100

Sales

Estate Agent75/100
Business Development Manager75/100
Account Manager72/100
Sales Manager70/100
Account Executive55/100

Technology

IT Director85/100
IT Manager78/100
Software Architect78/100
Electrical Engineer78/100
Structural Engineer78/100
Solutions Architect78/100
Cybersecurity Analyst75/100
Mechanical Engineer75/100
Chemical Engineer75/100
Product Manager72/100
Site Reliability Engineer72/100
Data Scientist70/100
Senior Software Engineer68/100
ML Engineer68/100
Platform Engineer68/100
DevOps Engineer65/100
Cloud Engineer65/100
Software Engineer62/100
UX Designer60/100
Data Engineer60/100
Product Designer60/100
Scrum Master58/100
Systems Administrator58/100
Business Analyst55/100
Database Administrator55/100
UI Designer55/100
Junior Developer52/100
Systems Analyst48/100
QA Tester46/100
Data Analyst45/100

Trades & Skilled

Plumber93/100
Electrician92/100
Carpenter91/100
Welder90/100
Mechanic88/100
Site Manager82/100
Civil Engineer80/100
Architect75/100
Quantity Surveyor68/100

Transport & Logistics

HGV Driver72/100
Supply Chain Manager70/100
Delivery Driver68/100
Forklift Driver62/100
Warehouse Operative55/100
Logistics Coordinator45/100

These are averages. Your score depends on your specific role, employer, and skills.

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