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

Forensic pathologist

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
Read the history, the police file and the scene notes.
Estimate

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

16%40%+6.4
Autopsy, injuries and samples.
Estimate

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

22%10%+2.2
Report, dating and the causal link.
Estimate

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

16%32%+5.1
Give evidence, confirm and hold the lawyer.
Estimate

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

16%22%+3.5
Bodily-harm assessment and sick leave.
Estimate

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

16%28%+4.5
Chain of custody and owning the opinion.
Estimate

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

14%12%+1.7
Total100%23%

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

Skills and activities

  • do autopsies
  • forensic opinion
  • assess injuries
  • give evidence
  • causal link
  • chain of custody
  • body at the scene
  • bodily harm

Sources for this job· O*NET 29-1222.00· ESCO/ISCO 2212

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