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%

#229 / 633

Environmental engineer

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
Model emissions, discharges and noise. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Impact studies, permits and specs. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Field, sampling and treatment plants. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Authorities, public and objections. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Rules, reports and monitoring. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Not dressing an environmental figure. 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