UK AI Exposure · Process, plant and machine operatives
Assemblers (electrical and electronic products)
Assemblers (electrical and electronic products) wire prepared parts and/or sub-assemblies in the manufacture of electrical and electronic equipment, make coils and wiring harnesses and assemble previously prepared parts in the batch or mass production of electrical and electronic goods and components
- Employees (UK)
- 18k
- Median annual pay
- £28,241
- Exposure score ?
- 0.6/10 Minimal 1.8/10 Minimal strict reading · with tools is 1.8/10 with-tools reading · strict is 0.6/10
- Wage exposure
- £31m £92m
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.
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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Inspect etched work for depth of etching, uniformity, and defects, using calibrated microscopes, gauges, fingers, or magnifying lenses.
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Prepare workpieces for etching or engraving by cutting, sanding, cleaning, polishing, or treating them with wax, acid resist, lime, etching powder, or light-sensitive enamel.
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Engrave and print patterns, designs, etchings, trademarks, or lettering onto flat or curved surfaces of a wide variety of metal, glass, plastic, or paper items, using hand tools or hand-held power tools.
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 etched work for depth of etching, uniformity, and defects, using calibrated microscopes, gauges, fingers, or magnifying lenses.
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Use computer software to design patterns for engraving.
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Examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.
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 "Etchers and Engravers" (51-9194.00).
What AI can already do
0 of 26 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
26 of 26 tasks
Inspect etched work for depth of etching, uniformity, and defects, using calibrated microscopes, gauges, fingers, or magnifying lenses.
Prepare workpieces for etching or engraving by cutting, sanding, cleaning, polishing, or treating them with wax, acid resist, lime, etching powder, or light-sensitive enamel.
Engrave and print patterns, designs, etchings, trademarks, or lettering onto flat or curved surfaces of a wide variety of metal, glass, plastic, or paper items, using hand tools or hand-held power tools.
Prepare etching chemicals according to formulas, diluting acid with water to obtain solutions of specified concentration.
Use computer software to design patterns for engraving.
Examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.
Expose workpieces to acid to develop etch patterns such as designs, lettering, or figures.
Adjust depths and sizes of cuts by adjusting heights of worktables, or by adjusting machine-arm gauges.
Measure and compute dimensions of lettering, designs, or patterns to be engraved.
Neutralize workpieces to remove acid, wax, or enamel, using water, solvents, brushes, or specialized machines.
Examine engraving for quality of cut, burrs, rough spots, and irregular or incomplete engraving.
Transfer image to workpiece, using contact printer, pantograph stylus, silkscreen printing device, or stamp pad.
Set reduction scales to attain specified sizes of reproduction on workpieces, and set pantograph controls for required heights, depths, and widths of cuts.
Print proofs or examine designs to verify accuracy of engraving, and rework engraving as required.
Position and clamp workpieces, plates, or rollers in holding fixtures.
Remove wax or tape from etched glassware by using a stylus or knife, or by immersing ware in hot water.
Guide stylus over template, causing cutting tool to duplicate design or letters on workpiece.
Start machines and lower cutting tools to beginning points on patterns.
Determine machine settings, and move bars or levers to reproduce designs on rollers or plates.
Remove completed workpieces and place them in trays.
Clean and polish engraved areas.
Insert cutting tools or bits into machines and secure them with wrenches.
Sandblast exposed areas of glass to cut designs in surfaces, using spray guns.
Sketch, trace, or scribe layout lines and designs on workpieces, plates, dies, or rollers, using compasses, scribers, gravers, or pencils.
Fill etched characters with opaque paste to improve readability.
Brush or wipe acid over engraving to darken or highlight inscriptions.
Tasks via O*NET "Etchers and Engravers" (51-9194.00).
What AI can already do
7 of 26 tasks · with tools
Inspect etched work for depth of etching, uniformity, and defects, using calibrated microscopes, gauges, fingers, or magnifying lenses.
Use computer software to design patterns for engraving.
Examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.
Measure and compute dimensions of lettering, designs, or patterns to be engraved.
Examine engraving for quality of cut, burrs, rough spots, and irregular or incomplete engraving.
Print proofs or examine designs to verify accuracy of engraving, and rework engraving as required.
Sketch, trace, or scribe layout lines and designs on workpieces, plates, dies, or rollers, using compasses, scribers, gravers, or pencils.
Where humans still hold the line
19 of 26 tasks
Prepare workpieces for etching or engraving by cutting, sanding, cleaning, polishing, or treating them with wax, acid resist, lime, etching powder, or light-sensitive enamel.
Engrave and print patterns, designs, etchings, trademarks, or lettering onto flat or curved surfaces of a wide variety of metal, glass, plastic, or paper items, using hand tools or hand-held power tools.
Prepare etching chemicals according to formulas, diluting acid with water to obtain solutions of specified concentration.
Expose workpieces to acid to develop etch patterns such as designs, lettering, or figures.
Adjust depths and sizes of cuts by adjusting heights of worktables, or by adjusting machine-arm gauges.
Neutralize workpieces to remove acid, wax, or enamel, using water, solvents, brushes, or specialized machines.
Transfer image to workpiece, using contact printer, pantograph stylus, silkscreen printing device, or stamp pad.
Set reduction scales to attain specified sizes of reproduction on workpieces, and set pantograph controls for required heights, depths, and widths of cuts.
Position and clamp workpieces, plates, or rollers in holding fixtures.
Remove wax or tape from etched glassware by using a stylus or knife, or by immersing ware in hot water.
Guide stylus over template, causing cutting tool to duplicate design or letters on workpiece.
Start machines and lower cutting tools to beginning points on patterns.
Determine machine settings, and move bars or levers to reproduce designs on rollers or plates.
Remove completed workpieces and place them in trays.
Clean and polish engraved areas.
Insert cutting tools or bits into machines and secure them with wrenches.
Sandblast exposed areas of glass to cut designs in surfaces, using spray guns.
Fill etched characters with opaque paste to improve readability.
Brush or wipe acid over engraving to darken or highlight inscriptions.
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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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