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?

17%

AI can already do 17% of this job.

#596 / 643

Kitchen porter

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. 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
Total	100%		17%

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

IS WORK OVER?

27%

#147 / 643

Hotel manager

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
Occupancy, rates and the forecast. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Shifts, complaints and the one who leaves staff. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Owner, the budget and not cutting breakfast. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Incident, the VIP and the one who floods the room. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The inspection, insurance and not dressing the log. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That the house runs, and breakfast standing. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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