IS WORK OVER?

Automation index

How much of a Kitchen porter’s job can AI already do?

An order and a mise come earlier. Service, and not slowing the brigade, do not.

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

Task comparison

Kitchen porter

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
Orders, mise en place and labelling.
Estimate

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

16%28%+4.5
Peel, cut, wash and restock.
Estimate

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

24%10%+2.4
Service, passes and not getting in the way.
Estimate

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

16%12%+1.9
Hygiene, HACCP and waste.
Estimate

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

16%18%+2.9
Shifts, stoves and heat.
Estimate

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

14%22%+3.1
Not cutting yourself or leaving a pot unwashed.
Estimate

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

14%14%+2
Total100%17%

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

Skills and activities

  • cook
  • mise en place
  • dishes
  • bake
  • Orders, mise en place and labelling
  • Peel, cut, wash and restock
  • Service, passes and not getting in the way
  • Hygiene, HACCP and waste
  • Shifts, stoves and heat
  • ayudante de cocina

Sources for this job· O*NET 35-2021.00· ESCO/ISCO 9412

Hepatologist

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
Labs, fibroscan and the stage.
Estimate

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

18%48%+8.6
Clinic, the drink and the one who denies it.
Estimate

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

16%40%+6.4
Biopsy, the risk and not needling extra.
Estimate

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

16%22%+3.5
Antiviral, adherence and the one who quits.
Estimate

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

16%28%+4.5
The transplant board and not jumping to a yes.
Estimate

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

18%14%+2.5
Call the liver, and talking to the family.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • fibroscan
  • liver biopsy
  • hepatitis
  • cirrhosis
  • liver transplant
  • antivirals
  • liver clinic
  • decompensation

Sources for this job· O*NET 29-1216.00· ESCO/ISCO 2212

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