UK AI Exposure · Process, plant and machine operatives
Construction operatives n.e.c.
Job holders in this unit group operate insulating equipment, fix plasterboard to ceilings and walls, help construct, maintain, repair and demolish buildings and clean and resurface eroded stonework, lay, join and examine pipe sections for drainage, gas, water or similar piping systems, install lighting systems in roads, domestic and commercial settings and carry out a variety of other construction operative tasks not elsewhere classified in minor group 815: Construction operatives.
- Employees (UK)
- 82k
- Median annual pay
- £30,237
- Exposure score ?
- 0.6/10 Minimal direct 0.6 · with tools 1.5
- Wage exposure
- £149m
Higher exposure than 32% 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.
The tasks in this role, ranked by AI exposure
Below are the real tasks O*NET records for this occupation, sorted highest exposure first. "AI can do this" means a language model can already handle the task directly. "AI can help" means an LLM can assist but not replace. "Human work" means today's AI doesn't touch it. Importance is O*NET's 1–5 rating of how central each task is to the role.
0 of 26 tasks in this role are things an AI can already do today. Task list mapped via O*NET "Solar Photovoltaic Installers" (47-2231.00).
Install photovoltaic (PV) systems in accordance with codes and standards, using drawings, schematics, and instructions.
Check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.
Identify electrical, environmental, and safety hazards associated with photovoltaic (PV) installations.
Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.
Assemble solar modules, panels, or support structures, as specified.
Apply weather sealing to array, building, or support mechanisms.
Install module array interconnect wiring, implementing measures to disable arrays during installation.
Install required labels on solar system components and hardware.
Diagram layouts and locations for photovoltaic (PV) arrays and equipment, including existing building or site features.
Determine materials, equipment, and installation sequences necessary to maximize installation efficiency.
Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers.
Determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment.
Activate photovoltaic (PV) systems to verify system functionality and conformity to performance expectations.
Identify and resolve any deficiencies in photovoltaic (PV) system installation or materials.
Visually inspect and test photovoltaic (PV) modules or systems.
Examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit.
Demonstrate system functionality and performance, including start-up, shut-down, normal operation, and emergency or bypass operations.
Identify methods for laying out, orienting, and mounting modules or arrays to ensure efficient installation, electrical configuration, or system maintenance.
Measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.
Program, adjust, or configure inverters and controls for desired set points and operating modes.
Determine connection interfaces for additional subpanels or for connecting photovoltaic (PV) systems with utility services or other power generation sources.
Determine photovoltaic (PV) system designs or configurations based on factors such as customer needs, expectations, and site conditions.
Select mechanical designs, installation equipment, or installation plans that conform to environmental, architectural, structural, site, and code requirements.
Perform routine photovoltaic (PV) system maintenance on modules, arrays, batteries, power conditioning equipment, safety systems, structural systems, weather sealing, or balance of systems equipment.
Install active solar systems, including solar collectors, concentrators, pumps, or fans.
Compile or maintain records of system operation, performance, and maintenance.
Where a project with Alex usually starts for this role
This role's strict α score is low because its top tasks are judgment, not drafting. But those same tasks compress dramatically when AI is paired with the right context and tools. The three highest-stakes tasks below are usually where we start.
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Install photovoltaic (PV) systems in accordance with codes and standards, using drawings, schematics, and instructions.
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Check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.
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Identify electrical, environmental, and safety hazards associated with photovoltaic (PV) installations.
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 →
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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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