Fashion and product design

ISCO-08 2163

Fashion designer, Accessories designer, Jewellery designer, Textile designer, Creative studio director, Design assistant

AI exposure35%

Headcount need, in FTE

Exposure range

Your current headcount

FTE

Need in 203096 FTE-4 FTE (-4%)

Need in 203591 FTE-9 FTE (-9%)

How AI is used on these tasks todayNot enough observed usage on this job's tasks to publish a figure.Anthropic Economic Index, April and May 2026. Occupations: Fashion Designers. AEI

1. Exposure 35%Average automation potential of the job's tasks. Range for this family: 26 to 44%.ILO occupations used: Product and Garment Designers (35%). ILO data

2. Strategic ceiling 100%Your call: how much of this potential do you want to capture? Nobody can set it for you.

3. Adoption speed midpoint 2030

Inherits your company stance, adjustable for this family.

4. Conversion to headcount sensitive 25%Default 25%: Faster ideation is spent on exploring more directions and on extra capsules, not on smaller studios.

Target AI skills

level 1 to 4

Foundation

Use AI assistants every day

Frame and phrase a request

Check and challenge AI outputs

Protect data and respect the rules

Applied

Rethink one's process with AI

Analyse data with AI

Produce content with AI

Expert

AI governance and risk management

Job skills

Growing in value

Curating and editing generated design options
Knowledge of the house archive and codes
Material and craft know-how
Intellectual property awareness on generated visuals

Losing value

Producing colourway variations by hand
Building mood boards from image searches
Redrawing flat sketches for tech packs

How the job will change

Image generation and 3D tools let a studio produce mood boards, colourway variants and first renderings in hours instead of days. Assistants retrieve references from the house archive and turn a sketch into a clean flat for development. Choosing a direction, defending it and working the material remain with the designer.

The job puts more weight on editing and judgement: selecting among many generated options, holding the house codes, knowing what a material or a workshop can do. A good designer tomorrow will use generation tools to explore further and will be able to say why one proposal belongs to the house and another does not.

2026-2027: Generated mood boards and colourways used in early research phases.
2028-2030: 3D and generation tools cut physical samples in early rounds.
2031+: Studios explore more, decide on fewer physical prototypes.

Watch out

Generated visuals raise unresolved intellectual property and originality questions. Studios need clear rules on what can be generated, from which sources, before scaling these tools. See the seniority outlook below.

What if you hired fewer juniors?

Your 2036 seniors are the juniors you hire today.

Seniors available in 2036-5%2 FTE short

Gap above 5% from2036

Your seniority mix today

Juniors (0 to 3 yrs in the profession)25%Seniors (10+ yrs)30%

Mid-level (3 to 10 yrs in the profession, the remainder)45%

Cut in junior hiring -40%

For

Advanced settings

Juniors promoted each year25%Juniors leaving each year12%Senior gap filled by external hiring0%If every company makes the same bet, senior profiles will be scarce and expensive.

Seniority mix, % of today's headcount

Juniors25%Mid-level42%Seniors28%

2026 2036

Free guide

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Run these scenarios on your actual workforce

AI Impact Diagnostic: 6 to 8 weeks, your data in albert, three costed scenarios and the projected seniority mix for each job family.

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How the numbers are built

Every headcount figure combines four assumptions. Three come pre-filled from public research and job family defaults. The strategic ceiling is yours to set.

Public researchExposureAverage automation potential of the job's tasks, from the ILO's 2025 task-level scores.

Your decisionStrategic ceilingHow much of that potential you choose to capture. Your decision, not ours.

Your companyAdoption speedHow fast your company moves, set once for the whole company.

Job family defaultConversion to headcountHow much of the productivity gain becomes fewer people rather than more output.

Headcount effect

Seniority outlook

A flow model with three levels of experience in the profession. Promotion and exit rates are set so that today's mix stays stable when hiring does not change: any gap you see comes from the junior hiring cut alone.