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

CNC machinist

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
Program, simulate and document the cycle.
Estimate

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

20%45%+9
Work orders, paper metrology and batches.
Estimate

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

16%32%+5.1
Set up, set zeros and start.
Estimate

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

20%14%+2.8
Measure, adjust and not break a tool.
Estimate

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

16%18%+2.9
Maintenance, swarf and safety.
Estimate

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

14%16%+2.2
Talk to engineering when the drawing lies.
Estimate

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

14%15%+2.1
Total100%24%

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

Skills and activities

  • Program, simulate and document the cycle
  • Work orders, paper metrology and batches
  • Set up, set zeros and start
  • Measure, adjust and not break a tool
  • Maintenance, swarf and safety
  • Talk to engineering when the drawing lies
  • cnc
  • operario cnc
  • fresador
  • tornero cnc

Sources for this job· O*NET 51-4041.00· ESCO/ISCO 7223

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