Automation index

How much of a Pizza maker’s job can AI already do?

A dough recipe comes earlier. Opening, baking and pulling it in time do not.

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

Task comparison

IS WORK OVER?

20%

AI can already do 20% of this job.

#463 / 633

Pizza maker

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
Dough, ferment and the day’s point. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Open, top and the oven at a thousand. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Serve, delivery and the one that arrives cold. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
List, costs and the topping that runs out. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Saturday, the queue and not working too far ahead. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Pull it in time, and not leaving it carbonised. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		20%

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

IS WORK OVER?

25%

#218 / 633

Volunteer coordinator

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
Recruitment, rotas and the volunteer register. Estimate No public source provides a precise figure. This is our estimate.	16%	44%	+7
Train, support and the one who arrives lost. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Insurance, agreements and the volunteering act. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Recognise, keep them and the one who burns out. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The clash between volunteer and staff. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That they add, and do not replace paid work. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		25%

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