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

Schools inspector

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
Visit, the rubric and the timetable.
Estimate

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

18%48%+8.6
Classroom, what happens and not the slide deck.
Estimate

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

16%40%+6.4
Report, the school and not softening it.
Estimate

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

16%22%+3.5
Appeal, the union and not yielding the figure.
Estimate

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

16%28%+4.5
The minister, the pressure and not dressing it.
Estimate

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

18%14%+2.5
Say what is there, and not what they want to hear.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • inspection visits
  • rubrics
  • school reports
  • real classrooms
  • appeals
  • not soften
  • the department
  • school evaluation

Sources for this job· O*NET 13-1041.00· ESCO/ISCO 2422

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