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
IS WORK OVER?
Kitchen porter
17%
AI can already do 17% of this job.
#596 / 643
View rankingKitchen 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.
| Task | Share | AI | Points |
|---|---|---|---|
Orders, mise en place and labelling.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Peel, cut, wash and restock.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 10% | +2.4 |
Service, passes and not getting in the way.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Hygiene, HACCP and waste.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Shifts, stoves and heat.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 22% | +3.1 |
Not cutting yourself or leaving a pot unwashed.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 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
IS WORK OVER?
Nail technician
18%
#593 / 643
View rankingNail technician
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.
| Task | Share | AI | Points |
|---|---|---|---|
Bookings, charts and design catalogue.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Prep, apply gel and file.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 10% | +2.4 |
Hygiene, files and lamp.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Advise on shape, colour and aftercare.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Remove, repair and damaged nails.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Not leaving an infection or a lift.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Bookings, charts and design catalogue
- Prep, apply gel and file
- Hygiene, files and lamp
- Advise on shape, colour and aftercare
- Remove, repair and damaged nails
- Not leaving an infection or a lift
- tecnico de uñas
- manicurista
- nail technician
Sources for this job· O*NET 39-5092.00· ESCO/ISCO 5142