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

BI analyst

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
Model data, light ETL and dashboards.
Estimate

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

24%58%+13.9
Write SQL, measures and docs.
Estimate

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

18%50%+9
Define KPIs with the business and negotiate meaning.
Estimate

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

16%22%+3.5
Present insights and defend the number.
Estimate

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

16%18%+2.9
Data quality, alerts and lineage.
Estimate

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

14%15%+2.1
Prioritise requests and say no.
Estimate

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

12%20%+2.4
Total100%34%

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

Skills and activities

  • Model data, light ETL and dashboards
  • Write SQL, measures and docs
  • Present insights and defend the number
  • Data quality, alerts and lineage
  • Prioritise requests and say no
  • business intelligence
  • analista bi
  • power bi
  • looker

Sources for this job· O*NET 15-2051.00· ESCO/ISCO 2511

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