UK AI Exposure · Skilled trades occupations
Textiles, garments and related trades n.e.c.
Job holders in this unit group perform a variety of textiles and related craft occupations not elsewhere classified in minor group 541: Textiles, garments and related trades.
- Employees (UK)
- -
- Median annual pay
- -
- Exposure score ?
- 0.0/10 Minimal 1.2/10 Minimal strict reading · with tools is 1.2/10 with-tools reading · strict is 0.0/10
- Wage exposure
- - -
Higher exposure than 7% 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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Prepare inserts, heel pads, and lifts from casts of customers' feet.
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Dress and otherwise finish boots or shoes, as by trimming the edges of new soles and heels to the shoe shape.
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Attach insoles to shoe lasts, affix shoe uppers, and apply heels and outsoles.
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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Check the texture, color, and strength of leather to ensure that it is adequate for a particular purpose.
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Estimate the costs of requested products or services such as custom footwear or footwear repair, and receive payment from customers.
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Draw patterns, using measurements, designs, plaster casts, or customer specifications, and position or outline patterns on work pieces.
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 "Shoe and Leather Workers and Repairers" (51-6041.00).
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
Prepare inserts, heel pads, and lifts from casts of customers' feet.
Dress and otherwise finish boots or shoes, as by trimming the edges of new soles and heels to the shoe shape.
Attach insoles to shoe lasts, affix shoe uppers, and apply heels and outsoles.
Clean and polish shoes.
Cement, nail, or sew soles and heels to shoes.
Check the texture, color, and strength of leather to ensure that it is adequate for a particular purpose.
Dye, soak, polish, paint, stamp, stitch, stain, buff, or engrave leather or other materials to obtain desired effects, decorations, or shapes.
Shape shoe heels with a knife, and sand them on a buffing wheel for smoothness.
Place shoes on lasts to remove soles and heels, using knives or pliers.
Repair or replace soles, heels, and other parts of footwear, using sewing, buffing and other shoe repair machines, materials, and equipment.
Cut, insert, position, and secure paddings, cushioning, or linings, using stitches or glue.
Cut out parts, following patterns or outlines, using knives, shears, scissors, or machine presses.
Construct, decorate, or repair leather products according to specifications, using sewing machines, needles and thread, leather lacing, glue, clamps, hand tools, or rivets.
Estimate the costs of requested products or services such as custom footwear or footwear repair, and receive payment from customers.
Draw patterns, using measurements, designs, plaster casts, or customer specifications, and position or outline patterns on work pieces.
Nail heel and toe cleats onto shoes.
Repair and recondition leather products such as trunks, luggage, shoes, saddles, belts, purses, and baseball gloves.
Align and stitch or glue materials such as fabric, fleece, leather, or wood, to join parts.
Inspect articles for defects, and remove damaged or worn parts, using hand tools.
Re-sew seams, and replace handles and linings of suitcases or handbags.
Stretch shoes, dampening parts and inserting and twisting parts, using an adjustable stretcher.
Drill or punch holes and insert or attach metal rings, handles, and fastening hardware, such as buckles.
Read prescriptions or specifications, and take measurements to establish the type of product to be made, using calipers, tape measures, or rules.
Attach accessories or ornamentation to decorate or protect products.
Make, modify, and repair orthopedic or therapeutic footwear according to doctors' prescriptions, or modify existing footwear for people with foot problems and special needs.
Select materials and patterns, and trace patterns onto materials to be cut out.
Tasks via O*NET "Shoe and Leather Workers and Repairers" (51-6041.00).
What AI can already do
4 of 26 tasks · with tools
Check the texture, color, and strength of leather to ensure that it is adequate for a particular purpose.
Estimate the costs of requested products or services such as custom footwear or footwear repair, and receive payment from customers.
Draw patterns, using measurements, designs, plaster casts, or customer specifications, and position or outline patterns on work pieces.
Select materials and patterns, and trace patterns onto materials to be cut out.
Where humans still hold the line
22 of 26 tasks
Prepare inserts, heel pads, and lifts from casts of customers' feet.
Dress and otherwise finish boots or shoes, as by trimming the edges of new soles and heels to the shoe shape.
Attach insoles to shoe lasts, affix shoe uppers, and apply heels and outsoles.
Clean and polish shoes.
Cement, nail, or sew soles and heels to shoes.
Dye, soak, polish, paint, stamp, stitch, stain, buff, or engrave leather or other materials to obtain desired effects, decorations, or shapes.
Shape shoe heels with a knife, and sand them on a buffing wheel for smoothness.
Place shoes on lasts to remove soles and heels, using knives or pliers.
Repair or replace soles, heels, and other parts of footwear, using sewing, buffing and other shoe repair machines, materials, and equipment.
Cut, insert, position, and secure paddings, cushioning, or linings, using stitches or glue.
Cut out parts, following patterns or outlines, using knives, shears, scissors, or machine presses.
Construct, decorate, or repair leather products according to specifications, using sewing machines, needles and thread, leather lacing, glue, clamps, hand tools, or rivets.
Nail heel and toe cleats onto shoes.
Repair and recondition leather products such as trunks, luggage, shoes, saddles, belts, purses, and baseball gloves.
Align and stitch or glue materials such as fabric, fleece, leather, or wood, to join parts.
Inspect articles for defects, and remove damaged or worn parts, using hand tools.
Re-sew seams, and replace handles and linings of suitcases or handbags.
Stretch shoes, dampening parts and inserting and twisting parts, using an adjustable stretcher.
Drill or punch holes and insert or attach metal rings, handles, and fastening hardware, such as buckles.
Read prescriptions or specifications, and take measurements to establish the type of product to be made, using calipers, tape measures, or rules.
Attach accessories or ornamentation to decorate or protect products.
Make, modify, and repair orthopedic or therapeutic footwear according to doctors' prescriptions, or modify existing footwear for people with foot problems and special needs.
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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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