IS WORK OVER?

Automation index

How much of a Grill cook’s job can AI already do?

A doneness chart comes earlier. Marking on the grill and serving it at the point do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Grill cook

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
Cut, ageing and the requested doneness.
Estimate

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

16%32%+5.1
Grill, mark and the fire that dies.
Estimate

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

22%8%+1.8
Rest, plate and the one that goes cold.
Estimate

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

16%22%+3.5
List, shrink and the expensive cut.
Estimate

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

16%28%+4.5
The full room and not working too far ahead.
Estimate

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

16%18%+2.9
At the point, and not drying the cut.
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

  • mark on the grill
  • doneness
  • ageing
  • rest
  • plate
  • cuts
  • grill shrink
  • the fire

Sources for this job· O*NET 35-2014.00· ESCO/ISCO 5120

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

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