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

Electrical engineer

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
Calculate, single-line diagram and selectivity.
Estimate

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

18%48%+8.6
Project, quantities and electrical spec.
Estimate

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

16%32%+5.1
Site, contractors and commissioning.
Estimate

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

16%22%+3.5
Measurements, thermography and faults.
Estimate

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

16%18%+2.9
Code, quality and documentation.
Estimate

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

18%16%+2.9
Sign and own the installation.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • install wiring
  • electrical panels
  • repair faults
  • Project, quantities and electrical spec
  • Site, contractors and commissioning
  • Measurements, thermography and faults
  • Code, quality and documentation
  • Sign and own the installation
  • ingeniero electrico

Sources for this job· O*NET 17-2071.00· ESCO/ISCO 2151

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