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 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.
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.
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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 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.
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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 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.
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.
What still needs a person
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.
What still needs a person
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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Related occupations.
Other roles in Skilled trades occupations, and roles close by exposure.
What it means for your sector.
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.
Back to the mapMethodologySources (PDF)Built 29 April 2026
Pictures
- "Census pantograph and 1930s keypunches" by U.S. Census Bureau employees, public domain, via Wikimedia Commons
- "Shepard Barclay, St. Louis lawyer, in his office" by Missouri Historical Society via DPLA, no known copyright restrictions, via Wikimedia Commons
- "Accountant's Office LCCN2016824374" by National Photo Company Collection, public domain, via Wikimedia Commons
- "Employment service in Oulu in the spring 1931" by Finnish Heritage Agency (Museovirasto), CC BY 4.0, via Wikimedia Commons