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

Hydrogen technician

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
ATEX, purge and the log.
Estimate

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

16%32%+5.1
Electrolyser, the stack and the one that drops.
Estimate

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

22%8%+1.8
Leak, detector and stopping.
Estimate

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

16%22%+3.5
Charge, the tube and not mixing with air.
Estimate

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

16%28%+4.5
The client, the station and not skipping the purge.
Estimate

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

16%18%+2.9
No leak, and the protocol done.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • ATEX
  • purge
  • electrolyser
  • H2 detectors
  • stacks
  • hydrogen stations
  • leaks
  • mix with air

Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149

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