UK AI Exposure · Associate professional occupations
Inspectors of standards and regulations
Inspectors of standards and regulations undertake investigations and inspections to verify and ensure compliance with acts, regulations and other requirements in respect of: buildings, weights, measures and trade descriptions; the installation and safety of electrical, gas and water supplies and equipment; marine pollution, ships’ structures, equipment and accommodation; the treatment of animals; the operation of commercial vehicles; the welfare, health and safety in factories and all work sites subject to the provisions in the Factory Acts.
- Employees (UK)
- 20k
- Median annual pay
- £37,236
- Exposure score ?
- 1.4/10 Minimal 5.0/10 Moderate strict reading · with tools is 5.0/10 with-tools reading · strict is 1.4/10
- Wage exposure
- £104m £372m
Higher exposure than 66% 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
These are the highest-importance tasks a language model can already handle directly today. In a typical engagement the first wins come from building workflows around these, so they stop eating your team's time.
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Prepare and submit reports after completion of freight shipments.
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Record details about freight conditions, handling of freight, and any problems encountered.
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Determine cargo transportation capabilities by reading documents that set forth cargo loading and securing procedures, capacities, and stability factors.
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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Prepare and submit reports after completion of freight shipments.
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Record details about freight conditions, handling of freight, and any problems encountered.
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Recommend remedial procedures to correct any violations found during inspections.
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 "Transportation Inspectors" (53-6051.00).
What AI can already do
4 of 17 tasks · unaided
Prepare and submit reports after completion of freight shipments.
Record details about freight conditions, handling of freight, and any problems encountered.
Determine cargo transportation capabilities by reading documents that set forth cargo loading and securing procedures, capacities, and stability factors.
Calculate gross and net tonnage, hold capacities, volumes of stored fuel and water, cargo weights, and vessel stability factors, using mathematical formulas.
Where humans still hold the line
13 of 17 tasks
Inspect shipments to ensure that freight is securely braced and blocked.
Advise crews in techniques of stowing dangerous and heavy cargo.
Observe loading of freight to ensure that crews comply with procedures.
Post warning signs on vehicles containing explosives or flammable or radioactive materials.
Recommend remedial procedures to correct any violations found during inspections.
Measure heights and widths of loads to ensure they will pass over bridges or through tunnels on scheduled routes.
Inspect loaded cargo, cargo lashed to decks or in storage facilities, and cargo handling devices to determine compliance with health and safety regulations and need for maintenance.
Notify workers of any special treatment required for shipments.
Direct crews to reload freight or to insert additional bracing or packing as necessary.
Check temperatures and humidities of shipping and storage areas to ensure that they are at appropriate levels to protect cargo.
Read draft markings to determine depths of vessels in water.
Measure vessels' holds and depths of fuel and water in tanks, using sounding lines and tape measures.
Visually inspect cargo for damage upon arrival or discharge.
Tasks via O*NET "Transportation Inspectors" (53-6051.00).
What AI can already do
10 of 17 tasks · with tools
Prepare and submit reports after completion of freight shipments.
Record details about freight conditions, handling of freight, and any problems encountered.
Recommend remedial procedures to correct any violations found during inspections.
Measure heights and widths of loads to ensure they will pass over bridges or through tunnels on scheduled routes.
Notify workers of any special treatment required for shipments.
Check temperatures and humidities of shipping and storage areas to ensure that they are at appropriate levels to protect cargo.
Determine cargo transportation capabilities by reading documents that set forth cargo loading and securing procedures, capacities, and stability factors.
Read draft markings to determine depths of vessels in water.
Calculate gross and net tonnage, hold capacities, volumes of stored fuel and water, cargo weights, and vessel stability factors, using mathematical formulas.
Visually inspect cargo for damage upon arrival or discharge.
Where humans still hold the line
7 of 17 tasks
Inspect shipments to ensure that freight is securely braced and blocked.
Advise crews in techniques of stowing dangerous and heavy cargo.
Observe loading of freight to ensure that crews comply with procedures.
Post warning signs on vehicles containing explosives or flammable or radioactive materials.
Inspect loaded cargo, cargo lashed to decks or in storage facilities, and cargo handling devices to determine compliance with health and safety regulations and need for maintenance.
Direct crews to reload freight or to insert additional bracing or packing as necessary.
Measure vessels' holds and depths of fuel and water in tanks, using sounding lines and tape measures.
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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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