UK AI Exposure · Skilled trades occupations
Painters and decorators
Those working in this unit group apply paint, varnish, wallpaper and other protective and decorative materials to interior and exterior walls and surfaces, paint designs on wood, glass, metal, plastics and other materials, and stain, wax and French polish wood surfaces by hand.
- Employees (UK)
- 22k
- Median annual pay
- £30,889
- Exposure score ?
- 0.3/10 Minimal 0.5/10 Minimal strict reading · with tools is 0.5/10 with-tools reading · strict is 0.3/10
- Wage exposure
- £20m £34m
Higher exposure than 19% 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.
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.
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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Smooth strips or sections of paper with brushes or rollers to remove wrinkles and bubbles and to smooth joints.
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Trim rough edges from strips, using straightedges and trimming knives.
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Trim excess material at ceilings or baseboards, using knives.
Most roles have at least three wedges where AI plus the right tools removes real time. For this role the labelling doesn't surface obvious ones, so we'd start with the highest-stakes tasks below and figure out the AI angle in conversation.
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Smooth strips or sections of paper with brushes or rollers to remove wrinkles and bubbles and to smooth joints.
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Trim rough edges from strips, using straightedges and trimming knives.
-
Trim excess material at ceilings or baseboards, using knives.
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 "Paperhangers" (47-2142.00).
What AI can already do
0 of 20 tasks · unaided
No tasks here are labelled as something an LLM can do unaided. Switch to 'With tools' above to see what changes when AI is paired with the right context.
Where humans still hold the line
20 of 20 tasks
Smooth strips or sections of paper with brushes or rollers to remove wrinkles and bubbles and to smooth joints.
Trim rough edges from strips, using straightedges and trimming knives.
Trim excess material at ceilings or baseboards, using knives.
Check finished wallcoverings for proper alignment, pattern matching, and neatness of seams.
Mark vertical guidelines on walls to align strips, using plumb bobs and chalk lines.
Cover interior walls and ceilings of rooms with decorative wallpaper or fabric, using hand tools.
Apply adhesives to the backs of paper strips, using brushes, or dunk strips of prepasted wallcovering in water, wiping off any excess adhesive.
Measure and cut strips from rolls of wallpaper or fabric, using shears or razors.
Place strips or sections of paper on surfaces, aligning section edges and patterns.
Fill holes, cracks, and other surface imperfections preparatory to covering surfaces.
Measure surfaces or review work orders to estimate the quantities of materials needed.
Apply sizing to seal surfaces and maximize adhesion of coverings to surfaces.
Smooth rough spots on walls and ceilings, using sandpaper.
Set up equipment, such as pasteboards and scaffolds.
Remove old paper, using water, steam machines, or solvents and scrapers.
Staple or tack advertising posters onto fences, walls, billboards, or poles.
Apply thinned glue to waterproof porous surfaces, using brushes, rollers, or pasting machines.
Mix paste, using paste powder and water, and brush paste onto surfaces.
Remove paint, varnish, dirt, and grease from surfaces, using paint remover and water soda solutions.
Apply acetic acid to damp plaster to prevent lime from bleeding through paper.
Tasks via O*NET "Paperhangers" (47-2142.00).
What AI can already do
1 of 20 tasks · with tools
Measure surfaces or review work orders to estimate the quantities of materials needed.
Where humans still hold the line
19 of 20 tasks
Smooth strips or sections of paper with brushes or rollers to remove wrinkles and bubbles and to smooth joints.
Trim rough edges from strips, using straightedges and trimming knives.
Trim excess material at ceilings or baseboards, using knives.
Check finished wallcoverings for proper alignment, pattern matching, and neatness of seams.
Mark vertical guidelines on walls to align strips, using plumb bobs and chalk lines.
Cover interior walls and ceilings of rooms with decorative wallpaper or fabric, using hand tools.
Apply adhesives to the backs of paper strips, using brushes, or dunk strips of prepasted wallcovering in water, wiping off any excess adhesive.
Measure and cut strips from rolls of wallpaper or fabric, using shears or razors.
Place strips or sections of paper on surfaces, aligning section edges and patterns.
Fill holes, cracks, and other surface imperfections preparatory to covering surfaces.
Apply sizing to seal surfaces and maximize adhesion of coverings to surfaces.
Smooth rough spots on walls and ceilings, using sandpaper.
Set up equipment, such as pasteboards and scaffolds.
Remove old paper, using water, steam machines, or solvents and scrapers.
Staple or tack advertising posters onto fences, walls, billboards, or poles.
Apply thinned glue to waterproof porous surfaces, using brushes, rollers, or pasting machines.
Mix paste, using paste powder and water, and brush paste onto surfaces.
Remove paint, varnish, dirt, and grease from surfaces, using paint remover and water soda solutions.
Apply acetic acid to damp plaster to prevent lime from bleeding through paper.
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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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