1,840 CAREERS SCORED AGAINST AI
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Explore Careers by Subject
Browse 168 career profiles across 42 subject areas, with salary data, entry routes and AI impact forecasts. The number on each career is its AI exposure score: the share of the job AI can already do today, so higher means more exposed. 62 yellow means no moat: nothing structural protects that job. 18 white means it has one. A grey outline means the score is real but the moat is not yet classified, true for 31 of the 168 careers shown here.
Agriculture
- Weighers, graders and sorters8
- Managers and proprietors in agriculture and horticulture19
- Arable farmers8
- Forestry managers30
Animal Care
- Zookeepers5
- Cattery and kennel managers and proprietors30
- Animal boarding assistants5
- Animal welfare workers5
Architecture and Planning
- Surveying technicians19
- Town planning officers22
- Quantity surveyors22
- Sustainable Architecture Consultant25
Business and Management
- Human resources managers and directors30
- Commercial managers30
- Customer Service Manager68
- Management advisers and consultants35
Communications and Media
- Broadcasting and entertainment directors30
- Literary editors40
- Telephonists40
- Newspaper and periodical journalists and reporters35
Digital & Technology
- Cyber security management and governance specialists35
- Web content technicians65
- IT test managers30
- Technical writers50
Economics
- Agricultural Policy Analyst60
- Environmental Economist22
- Government Affairs Director30
- Quantitative Economist50
Education and Teaching
- Admissions officers15
- Fork-lift truck drivers15
- Information technology trainers15
- Heads of further education establishments15
Finance & Accounting
- Forensic accountants55
- Revenue protection officers19
- Debt, rent and other cash collectors52
- Credit analysts60
Fitness & Leisure
- Gym Instructor5
- Fitness and wellbeing instructors5
- Group fitness instructors and personal trainers5
- Personal Trainer5
General Studies
- Reprographics assistants25
- Public Relations Officer25
- Educational Consultant25
- Other researchers, unspecified discipline25
Geography and Earth Sciences
- Remote Sensing Specialist15
- Hypnotherapists15
- Building Information Modelling Specialist15
- Heritage officers15
Hospitality & Catering
- Restaurant and catering establishment managers and proprietors30
- Barista8
- Barman / Barmaid8
- Tour guides8
Manufacturing & Production
- Plant and machine breakers and dismantlers6
- Precision instrument makers and repairers6
- Tailors6
- Pre-press technicians6
Nursing and Midwifery
- Spa Therapist8
- Registered mental health nurses6
- Palliative care specialist nurses6
- Senior community support workers8
Property & Housing
- Letting assistants28
- Land and property auctioneers and valuers28
- Property, housing and estate managers30
- Valuers28
Psychology
- Environmental Scientist22
- Psychotherapists and cognitive behaviour therapists18
- Event Planner18
- Clinical psychologists18
Public Services & Government
- Inspectors of standards and regulations20
- Asbestos safety officers19
- Political Communications Specialist20
- Health and safety managers and officers30
Retail & Sales
- Supermarket Worker35
- Roundspersons and van salespersons35
- Managers and directors in retail and wholesale30
- Wholesalers35
Security & Emergency Services
- Security services managers and proprietors30
- CCTV operators8
- Nightclub Doorman8
- Security system installers and repairers8
Social Sciences
- Cross-Cultural Communication Consultant35
- Activities coordinators35
- Other social workers35
- Community workers35
BUILT ON ANTHROPIC RESEARCH
Explore the AI Exposure Map →Will Claude take your graduate job?
We mapped every degree's real graduate destinations against Anthropic's 2026 labour market research, a measure of how much of each occupation's work AI is already doing, to show which careers are most and least exposed.