UK AI Exposure · Skilled trades occupations
Construction and building trades n.e.c.
Job holders in this unit group undertake a variety of tasks in the construction, alteration, maintenance and repair of buildings, steeples, industrial chimneys and other tall structures, and of underwater structures not elsewhere classified in minor group 531: Construction and building trades.
- Employees (UK)
- 41k
- Median annual pay
- £34,378
- Exposure score ?
- 0.4/10 Minimal 8.4/10 Very high strict reading · with tools is 8.4/10 with-tools reading · strict is 0.4/10
- Wage exposure
- £56m £1.18bn
Higher exposure than 24% 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.
Almost every routine task in this role is within reach of today's language models. Roles at this level are getting rebuilt - often not by disappearing, but by one person using AI to do three or five people's output.
If you're in this role, here's what to do now
You don't need to be afraid. You need to be the person doing the rebuilding. The operators who learn to direct AI at scale in this kind of work become hugely valuable. The ones who wait to be told what to do get told what to do - and that thing is often 'we don't need as many of you anymore.'
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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Inspect or review projects to monitor compliance with building and safety codes or other regulations.
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Develop or implement quality control programs.
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Plan, schedule, or coordinate construction project activities to meet deadlines.
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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Inspect or review projects to monitor compliance with building and safety codes or other regulations.
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Develop or implement quality control programs.
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Plan, schedule, or coordinate construction project activities to meet deadlines.
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 "Construction Managers" (11-9021.00).
What AI can already do
1 of 25 tasks · unaided
Interpret and explain plans and contract terms to representatives of the owner or developer, including administrative staff, workers, or clients.
Where humans still hold the line
24 of 25 tasks
Inspect or review projects to monitor compliance with building and safety codes or other regulations.
Develop or implement quality control programs.
Plan, schedule, or coordinate construction project activities to meet deadlines.
Prepare and submit budget estimates, progress reports, or cost tracking reports.
Direct and supervise construction or related workers.
Determine labor requirements for dispatching workers to construction sites.
Confer with supervisory personnel, owners, contractors, or design professionals to discuss and resolve matters, such as work procedures, complaints, or construction problems.
Prepare contracts or negotiate revisions to contractual agreements with architects, consultants, clients, suppliers, or subcontractors.
Study job specifications to determine appropriate construction methods.
Plan, organize, or direct activities concerned with the construction or maintenance of structures, facilities, or systems.
Contract or oversee craft work, such as painting or plumbing.
Investigate damage, accidents, or delays at construction sites to ensure that proper construction procedures are being followed.
Implement new or modified plans in response to delays, bad weather, or construction site emergencies.
Requisition supplies or materials to complete construction projects.
Apply for and obtain all necessary permits or licenses.
Perform, or contract others to perform, pre-building assessments, such as conceptual cost estimating, rough order of magnitude estimating, feasibility, or energy efficiency, environmental, and sustainability assessments.
Evaluate construction methods and determine cost-effectiveness of plans, using computer models.
Inspect or review projects to monitor compliance with environmental regulations.
Develop or implement environmental protection programs.
Secure third-party verification from sources, such as Leadership in Energy Efficient Design (LEED), to ensure responsible design and building activities or to achieve favorable LEED ratings for building projects.
Implement training programs on environmentally responsible building topics to update employee skills and knowledge.
Develop construction budgets to compare green and non-green construction alternatives, in terms of short-term costs, long-term costs, or environmental impacts.
Apply green building strategies to reduce energy costs or minimize carbon output or other sources of harm to the environment.
Direct acquisition of land for construction projects.
Tasks via O*NET "Construction Managers" (11-9021.00).
What AI can already do
21 of 25 tasks · with tools
Inspect or review projects to monitor compliance with building and safety codes or other regulations.
Develop or implement quality control programs.
Plan, schedule, or coordinate construction project activities to meet deadlines.
Prepare and submit budget estimates, progress reports, or cost tracking reports.
Determine labor requirements for dispatching workers to construction sites.
Prepare contracts or negotiate revisions to contractual agreements with architects, consultants, clients, suppliers, or subcontractors.
Study job specifications to determine appropriate construction methods.
Plan, organize, or direct activities concerned with the construction or maintenance of structures, facilities, or systems.
Interpret and explain plans and contract terms to representatives of the owner or developer, including administrative staff, workers, or clients.
Investigate damage, accidents, or delays at construction sites to ensure that proper construction procedures are being followed.
Implement new or modified plans in response to delays, bad weather, or construction site emergencies.
Requisition supplies or materials to complete construction projects.
Apply for and obtain all necessary permits or licenses.
Perform, or contract others to perform, pre-building assessments, such as conceptual cost estimating, rough order of magnitude estimating, feasibility, or energy efficiency, environmental, and sustainability assessments.
Evaluate construction methods and determine cost-effectiveness of plans, using computer models.
Inspect or review projects to monitor compliance with environmental regulations.
Develop or implement environmental protection programs.
Secure third-party verification from sources, such as Leadership in Energy Efficient Design (LEED), to ensure responsible design and building activities or to achieve favorable LEED ratings for building projects.
Implement training programs on environmentally responsible building topics to update employee skills and knowledge.
Develop construction budgets to compare green and non-green construction alternatives, in terms of short-term costs, long-term costs, or environmental impacts.
Apply green building strategies to reduce energy costs or minimize carbon output or other sources of harm to the environment.
Where humans still hold the line
4 of 25 tasks
Direct and supervise construction or related workers.
Confer with supervisory personnel, owners, contractors, or design professionals to discuss and resolve matters, such as work procedures, complaints, or construction problems.
Contract or oversee craft work, such as painting or plumbing.
Direct acquisition of land for construction projects.
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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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