IS WORK OVER?

Automation index

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

A booking and a chart come earlier. Hands on a face, and the skin not burning, do not.

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

Task comparison

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

Product owner

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
Write stories, criteria and backlog.
Estimate

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

22%50%+11
Maps, roadmaps and release notes.
Estimate

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

16%40%+6.4
Refine with engineering and design.
Estimate

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

16%18%+2.9
Talk to users and stakeholders.
Estimate

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

16%15%+2.4
Prioritise, cut scope and say no.
Estimate

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

16%12%+1.9
Accept the increment and own the value.
Estimate

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

14%16%+2.2
Total100%27%

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

Skills and activities

  • Write stories, criteria and backlog
  • Maps, roadmaps and release notes
  • Refine with engineering and design
  • Talk to users and stakeholders
  • Prioritise, cut scope and say no
  • Accept the increment and own the value
  • product owner
  • po agil

Sources for this job· O*NET 15-1199.09· ESCO/ISCO 2519

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