What will AI change in your workforce?

Your company's stance on AI(applies to every family: sets the adoption speed)

Visual merchandising

ISCO-08 3432

Visual merchandiser, Window display designer, Visual merchandising manager, Regional visual merchandiser, Store installation coordinator

AI exposure37%

Headcount need, in FTE

Exposure range
FTE
Need in 203094 FTE-6 FTE (-6%)
Need in 203589 FTE-11 FTE (-11%)
10080604020262028203020322035
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: Merchandise Displayers and Window Trimmers. AEI
Average automation potential of the job's tasks. Range for this family: 29 to 45%.ILO occupations used: Interior Designers and Decorators (37%). ILO data
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.
Default 30%: Installation work in stores stays physical and time saved on guidelines goes into more frequent, more local window changes.

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

Job skills

Growing in value

  • Adapting concepts to each store's architecture
  • Hands-on installation and lighting
  • Coaching store teams on brand standards
  • Reading store traffic and sales data

Losing value

  • Drawing window layout plans by hand
  • Writing visual merchandising guidelines
  • Photo compliance checks of store displays

How the job will change

Image generation tools now produce window and table mock-ups in minutes, and assistants turn a central concept into guidelines adapted to each store format. Photo recognition can check whether a store has applied the guidelines correctly. Installing, lighting and adjusting the display on site stays a manual job.

Head office roles that produced guidelines and checked compliance will shrink. Field roles hold up: a good visual merchandiser tomorrow will adapt a concept to a specific space, install it with their own hands, coach store teams and use sales and traffic data to decide what to change.

2026-2027
Generated mock-ups and guidelines speed up concept roll-out.
2028-2030
Automated photo compliance checks; head office teams shrink.
2031+
Fewer central roles, field visual merchandisers remain essential.
Watch out

Generated mock-ups can push all stores towards the same look. Brands that cut field visual merchandisers risk losing the local adaptation that makes a flagship window worth visiting. See the seniority outlook below.

What if you hired fewer juniors?

Your 2036 seniors are the juniors you hire today.

Seniors available in 2036-10%2 FTE short
Gap above 5% from2031
Your seniority mix today
Mid-level (2 to 6 yrs in the profession, the remainder)45%
For
Advanced settings
If every company makes the same bet, senior profiles will be scarce and expensive.
80601002026203020342040Senior need (held stable)Seniors available
Seniority mix, % of today's headcount
Juniors35%Mid-level42%Seniors18%

2026 2036

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  • What AI actually changes in jobs and skills
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  • How to integrate AI into workforce planning
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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

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