IS WORK OVER?

Automation index

How much of a Interior designer’s job can AI already do?

A render and a moodboard come earlier. Measuring a real flat, and fighting a wall with the client, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Interior designer

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Moodboards, renders and a first plan.
Estimate

No public source provides a precise figure. This is our estimate.

20%48%+9.6
Budget, lines and orders.
Estimate

No public source provides a precise figure. This is our estimate.

16%38%+6.1
Measure, visit and read the real light.
Estimate

No public source provides a precise figure. This is our estimate.

16%15%+2.4
Works, trades and surprises.
Estimate

No public source provides a precise figure. This is our estimate.

16%14%+2.2
Client, changes of mind and close.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Taste: what stays and what is noise.
Estimate

No public source provides a precise figure. This is our estimate.

16%16%+2.6
Total100%25%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • design interfaces
  • prototypes
  • figma
  • Moodboards, renders and a first plan
  • Budget, lines and orders
  • Measure, visit and read the real light
  • Works, trades and surprises
  • Client, changes of mind and close
  • Taste: what stays and what is noise
  • interiorista

Sources for this job· O*NET 27-1025.00· ESCO/ISCO 3432

Beautician

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Bookings, charts and cabin protocols.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Facials, devices and treatments.
Estimate

No public source provides a precise figure. This is our estimate.

22%10%+2.2
Advise on skin, product and habits.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Hygiene, kit and consent.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Retail, packs and follow-up.
Estimate

No public source provides a precise figure. This is our estimate.

16%16%+2.6
Not burning a skin or overselling.
Estimate

No public source provides a precise figure. This is our estimate.

14%14%+2
Total100%18%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • Bookings, charts and cabin protocols
  • Facials, devices and treatments
  • Advise on skin, product and habits
  • Hygiene, kit and consent
  • Retail, packs and follow-up
  • Not burning a skin or overselling
  • esteticista
  • beautician
  • estetica

Sources for this job· O*NET 39-5094.00· ESCO/ISCO 5142

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