Alex Lockey Let’s talk

Assemblers (electrical

and electronic products)

Process, plant and machine operatives, SOC 2020 code 8141. Back to the map

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.

Read the score as
What a model can do unaided. A model plus workflow tools, closer to how work runs in 2026.

What this score means.

Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.

If you are in this role

Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.

Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.

If you are in this role

Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.

Two clerks at the US Census Bureau punching population cards on a pantograph and a keypunch, with filing boxes behind them

Where the work usually starts.

This role's strict reading is low because its top tasks are judgement, not drafting. The three highest-stakes tasks below are still usually where the work starts. Switch to With tools to see what AI plus the right context can take on.

  1. Inspect etched work for depth of etching, uniformity, and defects, using calibrated microscopes, gauges, fingers, or magnifying lenses.

    O*NET importance 4.5 of 5 Still needs a person under the strict reading

  2. 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.

    O*NET importance 4.5 of 5 Still needs a person under the strict reading

  3. 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.

    O*NET importance 4.5 of 5 Still needs a person under the strict reading

These are the most important tasks AI can already handle when paired with the right tools and context. The first wins usually come from building workflows around them. That is the difference between a model that could do the job and one that actually does it inside your business.

  1. Inspect etched work for depth of etching, uniformity, and defects, using calibrated microscopes, gauges, fingers, or magnifying lenses.

    O*NET importance 4.5 of 5 AI can do this with workflow tools

  2. Use computer software to design patterns for engraving.

    O*NET importance 4.5 of 5 AI can do this with workflow tools

  3. Examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.

    O*NET importance 4.5 of 5 AI can do this with workflow tools

Every role has three or four places like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days.

Every task in the role.

Every O*NET task for this occupation, split by what AI can do unaided and what still needs a person. Importance is O*NET's 1 to 5 rating of how central each task is.

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.

What still needs a person

26 of 26 tasks

  1. Inspect etched work for depth of etching, uniformity, and defects, using calibrated microscopes, gauges, fingers, or magnifying lenses.

    Importance 4.5 of 5

  2. 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.

    Importance 4.5 of 5

  3. 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.

    Importance 4.5 of 5

  4. Prepare etching chemicals according to formulas, diluting acid with water to obtain solutions of specified concentration.

    Importance 4.5 of 5

  5. Use computer software to design patterns for engraving.

    Importance 4.5 of 5

  6. Examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.

    Importance 4.5 of 5

  7. Expose workpieces to acid to develop etch patterns such as designs, lettering, or figures.

    Importance 4.4 of 5

  8. Adjust depths and sizes of cuts by adjusting heights of worktables, or by adjusting machine-arm gauges.

    Importance 4.4 of 5

  9. Measure and compute dimensions of lettering, designs, or patterns to be engraved.

    Importance 4.3 of 5

  10. Neutralize workpieces to remove acid, wax, or enamel, using water, solvents, brushes, or specialized machines.

    Importance 4.3 of 5

  11. Examine engraving for quality of cut, burrs, rough spots, and irregular or incomplete engraving.

    Importance 4.3 of 5

  12. Transfer image to workpiece, using contact printer, pantograph stylus, silkscreen printing device, or stamp pad.

    Importance 4.3 of 5

  13. Set reduction scales to attain specified sizes of reproduction on workpieces, and set pantograph controls for required heights, depths, and widths of cuts.

    Importance 4.2 of 5

  14. Print proofs or examine designs to verify accuracy of engraving, and rework engraving as required.

    Importance 4.2 of 5

  15. Position and clamp workpieces, plates, or rollers in holding fixtures.

    Importance 4.2 of 5

  16. Remove wax or tape from etched glassware by using a stylus or knife, or by immersing ware in hot water.

    Importance 4.2 of 5

  17. Guide stylus over template, causing cutting tool to duplicate design or letters on workpiece.

    Importance 4.2 of 5

  18. Start machines and lower cutting tools to beginning points on patterns.

    Importance 4.2 of 5

  19. Determine machine settings, and move bars or levers to reproduce designs on rollers or plates.

    Importance 4.1 of 5

  20. Remove completed workpieces and place them in trays.

    Importance 4.1 of 5

  21. Clean and polish engraved areas.

    Importance 4.0 of 5

  22. Insert cutting tools or bits into machines and secure them with wrenches.

    Importance 3.9 of 5

  23. Sandblast exposed areas of glass to cut designs in surfaces, using spray guns.

    Importance 3.7 of 5

  24. Sketch, trace, or scribe layout lines and designs on workpieces, plates, dies, or rollers, using compasses, scribers, gravers, or pencils.

    Importance 3.6 of 5

  25. Fill etched characters with opaque paste to improve readability.

    Importance 3.5 of 5

  26. Brush or wipe acid over engraving to darken or highlight inscriptions.

    Importance 3.3 of 5

What AI can already do

7 of 26 tasks, with tools

  1. Inspect etched work for depth of etching, uniformity, and defects, using calibrated microscopes, gauges, fingers, or magnifying lenses.

    Importance 4.5 of 5

  2. Use computer software to design patterns for engraving.

    Importance 4.5 of 5

  3. Examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.

    Importance 4.5 of 5

  4. Measure and compute dimensions of lettering, designs, or patterns to be engraved.

    Importance 4.3 of 5

  5. Examine engraving for quality of cut, burrs, rough spots, and irregular or incomplete engraving.

    Importance 4.3 of 5

  6. Print proofs or examine designs to verify accuracy of engraving, and rework engraving as required.

    Importance 4.2 of 5

  7. Sketch, trace, or scribe layout lines and designs on workpieces, plates, dies, or rollers, using compasses, scribers, gravers, or pencils.

    Importance 3.6 of 5

What still needs a person

19 of 26 tasks

  1. 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.

    Importance 4.5 of 5

  2. 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.

    Importance 4.5 of 5

  3. Prepare etching chemicals according to formulas, diluting acid with water to obtain solutions of specified concentration.

    Importance 4.5 of 5

  4. Expose workpieces to acid to develop etch patterns such as designs, lettering, or figures.

    Importance 4.4 of 5

  5. Adjust depths and sizes of cuts by adjusting heights of worktables, or by adjusting machine-arm gauges.

    Importance 4.4 of 5

  6. Neutralize workpieces to remove acid, wax, or enamel, using water, solvents, brushes, or specialized machines.

    Importance 4.3 of 5

  7. Transfer image to workpiece, using contact printer, pantograph stylus, silkscreen printing device, or stamp pad.

    Importance 4.3 of 5

  8. Set reduction scales to attain specified sizes of reproduction on workpieces, and set pantograph controls for required heights, depths, and widths of cuts.

    Importance 4.2 of 5

  9. Position and clamp workpieces, plates, or rollers in holding fixtures.

    Importance 4.2 of 5

  10. Remove wax or tape from etched glassware by using a stylus or knife, or by immersing ware in hot water.

    Importance 4.2 of 5

  11. Guide stylus over template, causing cutting tool to duplicate design or letters on workpiece.

    Importance 4.2 of 5

  12. Start machines and lower cutting tools to beginning points on patterns.

    Importance 4.2 of 5

  13. Determine machine settings, and move bars or levers to reproduce designs on rollers or plates.

    Importance 4.1 of 5

  14. Remove completed workpieces and place them in trays.

    Importance 4.1 of 5

  15. Clean and polish engraved areas.

    Importance 4.0 of 5

  16. Insert cutting tools or bits into machines and secure them with wrenches.

    Importance 3.9 of 5

  17. Sandblast exposed areas of glass to cut designs in surfaces, using spray guns.

    Importance 3.7 of 5

  18. Fill etched characters with opaque paste to improve readability.

    Importance 3.5 of 5

  19. Brush or wipe acid over engraving to darken or highlight inscriptions.

    Importance 3.3 of 5

Stay on top of this.

An email when there is something worth reading: what is real in AI at work, what is noise, and what operators are doing about it.

Free. Unsubscribe any time.

What it means for your sector.

All guides

This role's score comes from Eloundou et al's 2023 task labels, weighted by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 through ISCO-08 (the ONS coding index) and US SOC 2010 (the BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional, which covers employees only.

Pictures

An email when there’s something worth reading.

What I’m building, what’s working, and what it cost. Unsubscribe in one click.

Free. No spam.