UK AI Exposure · Associate professional occupations
Design occupations n.e.c.
Job holders in this unit group plan, direct and undertake the creation of designs for new industrial and commercial products, stage sets, and other areas not elsewhere classified in minor group 342: Design occupations.
- Employees (UK)
- 23k
- Median annual pay
- £37,017
- Exposure score ?
- 0.0/10 Minimal 8.7/10 Very high strict reading · with tools is 8.7/10 with-tools reading · strict is 0.0/10
- Wage exposure
- £0 £0
Higher exposure than 4% 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.
Almost every routine task in this role is within reach of today's language models. Roles at this level are getting rebuilt - often not by disappearing, but by one person using AI to do three or five people's output.
If you're in this role, here's what to do now
You don't need to be afraid. You need to be the person doing the rebuilding. The operators who learn to direct AI at scale in this kind of work become hugely valuable. The ones who wait to be told what to do get told what to do - and that thing is often 'we don't need as many of you anymore.'
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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Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.
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Examine sample garments on and off models, modifying designs to achieve desired effects.
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Determine prices for styles.
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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Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.
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Examine sample garments on and off models, modifying designs to achieve desired effects.
-
Determine prices for styles.
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 "Fashion Designers" (27-1022.00).
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
Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.
Examine sample garments on and off models, modifying designs to achieve desired effects.
Determine prices for styles.
Confer with sales and management executives or with clients to discuss design ideas.
Select materials and production techniques to be used for products.
Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows.
Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.
Develop a group of products or accessories, and market them through venues such as boutiques or mail-order catalogs.
Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.
Draw patterns for articles designed, cut patterns, and cut material according to patterns, using measuring instruments and scissors.
Collaborate with other designers to coordinate special products and designs.
Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences.
Sew together sections of material to form mockups or samples of garments or articles, using sewing equipment.
Purchase new or used clothing and accessory items as needed to complete designs.
Design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions.
Research the styles and periods of clothing needed for film or theatrical productions.
Visit textile showrooms to keep up-to-date on the latest fabrics.
Adapt other designers' ideas for the mass market.
Test fabrics or oversee testing so that garment care labels can be created.
Read scripts and consult directors and other production staff to develop design concepts and plan productions.
Tasks via O*NET "Fashion Designers" (27-1022.00).
What AI can already do
16 of 20 tasks · with tools
Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.
Examine sample garments on and off models, modifying designs to achieve desired effects.
Determine prices for styles.
Select materials and production techniques to be used for products.
Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.
Develop a group of products or accessories, and market them through venues such as boutiques or mail-order catalogs.
Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.
Draw patterns for articles designed, cut patterns, and cut material according to patterns, using measuring instruments and scissors.
Collaborate with other designers to coordinate special products and designs.
Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences.
Design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions.
Research the styles and periods of clothing needed for film or theatrical productions.
Visit textile showrooms to keep up-to-date on the latest fabrics.
Adapt other designers' ideas for the mass market.
Test fabrics or oversee testing so that garment care labels can be created.
Read scripts and consult directors and other production staff to develop design concepts and plan productions.
Where humans still hold the line
4 of 20 tasks
Confer with sales and management executives or with clients to discuss design ideas.
Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows.
Sew together sections of material to form mockups or samples of garments or articles, using sewing equipment.
Purchase new or used clothing and accessory items as needed to complete designs.
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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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