UK AI Exposure · Associate professional occupations
Protective service associate professionals n.e.c.
Job holders in this unit group inspect goods to ensure compliance with regulations concerning payment of duty, establish that persons entering and leaving the UK have necessary authorisation for crossing national borders, monitor maritime conditions, undertake search and rescue operations, plan and coordinate services of private detective agencies and security measures for individuals, establishments or organisations, investigates activities such as fraud and other crimes, and perform other security and protective service occupations not elsewhere classified in minor group 331: Protective service occupations.
- Employees (UK)
- 36k
- Median annual pay
- £41,592
- Exposure score ?
- 1.7/10 Minimal 4.5/10 Moderate strict reading · with tools is 4.5/10 with-tools reading · strict is 1.7/10
- Wage exposure
- £255m £674m
Higher exposure than 75% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
A meaningful slice of the task inventory is AI-reachable - the drafting, summarising, research and analysis parts especially. This role is at the point where the people who learn to direct AI well pull ahead of the people who don't.
If you're in this role, here's what to do now
Treat AI as a colleague you manage, not a tool you use. Identify the tasks where you'd describe the work to a capable junior - those are the tasks AI can do for you now. Spend your time on the judgment calls and the relationships instead.
Where a project with Alex usually starts for this role
This role's strict reading is low because its top tasks are judgment, not drafting. The three highest-stakes tasks below are still usually where we start — flip the toggle to 'With tools' to see what AI plus the right context can compress.
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Patrol assigned areas by car, boat, airplane, horse, or on foot to enforce game, fish, or boating laws or to manage wildlife programs, lakes, or land.
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Compile and present evidence for court actions.
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Investigate hunting accidents or reports of fish or game law violations.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Compile and present evidence for court actions.
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Issue warnings or citations and file reports as necessary.
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Address schools, civic groups, sporting clubs, or the media to disseminate information concerning wildlife conservation and regulations.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "Fish and Game Wardens" (33-3031.00).
What AI can already do
2 of 24 tasks · unaided
Issue warnings or citations and file reports as necessary.
Address schools, civic groups, sporting clubs, or the media to disseminate information concerning wildlife conservation and regulations.
Where humans still hold the line
22 of 24 tasks
Patrol assigned areas by car, boat, airplane, horse, or on foot to enforce game, fish, or boating laws or to manage wildlife programs, lakes, or land.
Compile and present evidence for court actions.
Investigate hunting accidents or reports of fish or game law violations.
Protect and preserve native wildlife, plants, or ecosystems.
Serve warrants and make arrests.
Provide assistance to other local law enforcement agencies as required.
Promote or provide hunter or trapper safety training.
Participate in search-and-rescue operations.
Arrange for disposition of fish or game illegally taken or possessed.
Seize equipment used in fish and game law violations.
Recommend revisions in hunting and trapping regulations or in animal management programs so that wildlife balances or habitats can be maintained.
Inspect commercial operations relating to fish or wildlife, recreation, or protected areas.
Survey areas and compile figures of bag counts of hunters to determine the effectiveness of control measures.
Collect and report information on populations or conditions of fish and wildlife in their habitats, availability of game food or cover, or suspected pollution.
Design or implement control measures to prevent or counteract damage caused by wildlife or people.
Provide advice or information to park or reserve visitors.
Investigate crop, property, or habitat damage or destruction or instances of water pollution to determine causes and to advise property owners of preventive measures.
Issue licenses, permits, or other documentation.
Document the extent of crop, property, or habitat damage and make financial loss estimates or compensation recommendations.
Supervise the activities of seasonal workers.
Perform facilities maintenance work, such as constructing or repairing structures or controlling weeds or pests.
Participate in firefighting efforts.
Tasks via O*NET "Fish and Game Wardens" (33-3031.00).
What AI can already do
11 of 24 tasks · with tools
Compile and present evidence for court actions.
Issue warnings or citations and file reports as necessary.
Address schools, civic groups, sporting clubs, or the media to disseminate information concerning wildlife conservation and regulations.
Recommend revisions in hunting and trapping regulations or in animal management programs so that wildlife balances or habitats can be maintained.
Survey areas and compile figures of bag counts of hunters to determine the effectiveness of control measures.
Collect and report information on populations or conditions of fish and wildlife in their habitats, availability of game food or cover, or suspected pollution.
Design or implement control measures to prevent or counteract damage caused by wildlife or people.
Provide advice or information to park or reserve visitors.
Investigate crop, property, or habitat damage or destruction or instances of water pollution to determine causes and to advise property owners of preventive measures.
Issue licenses, permits, or other documentation.
Document the extent of crop, property, or habitat damage and make financial loss estimates or compensation recommendations.
Where humans still hold the line
13 of 24 tasks
Patrol assigned areas by car, boat, airplane, horse, or on foot to enforce game, fish, or boating laws or to manage wildlife programs, lakes, or land.
Investigate hunting accidents or reports of fish or game law violations.
Protect and preserve native wildlife, plants, or ecosystems.
Serve warrants and make arrests.
Provide assistance to other local law enforcement agencies as required.
Promote or provide hunter or trapper safety training.
Participate in search-and-rescue operations.
Arrange for disposition of fish or game illegally taken or possessed.
Seize equipment used in fish and game law violations.
Inspect commercial operations relating to fish or wildlife, recreation, or protected areas.
Supervise the activities of seasonal workers.
Perform facilities maintenance work, such as constructing or repairing structures or controlling weeds or pests.
Participate in firefighting efforts.
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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