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

Pharmacovigilance officer

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
Case, the file and MedDRA.
Estimate

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

18%48%+8.6
Seriousness, the link and the one that does not fit.
Estimate

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

16%40%+6.4
File, the AEMPS deadline and not delaying.
Estimate

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

16%22%+3.5
Signal, the aggregate and not playing it down.
Estimate

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

16%28%+4.5
The doctor, the ADR and not arguing the story.
Estimate

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

18%14%+2.5
If it is serious, call it. And not staying quiet.
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

  • ADR
  • MedDRA
  • AEMPS
  • safety signals
  • seriousness
  • causality
  • case files
  • regulatory deadlines

Sources for this job· O*NET 29-1051.00· ESCO/ISCO 2262

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