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?

30%

#48 / 633

Cashier

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
Receive payment by cash, check, credit cards, vouchers, or automatic debits. Estimate No public source provides a precise figure. This is our estimate.	9%	28%	+2.5
Issue receipts, refunds, credits, or change due to customers. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Greet customers entering establishments. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Answer incoming phone calls. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Establish or identify prices of goods, services, or admission, and tabulate bills, using calculators, cash registers, or optical price scanners. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Compute and record totals of transactions. Estimate No public source provides a precise figure. This is our estimate.	6%	55%	+3.3
Request information or assistance, using paging systems. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Answer customers' questions, and provide information on procedures or policies. Estimate No public source provides a precise figure. This is our estimate.	5%	28%	+1.4
Other less frequent tasks (weight estimated from frequency). Estimate No public source provides a precise figure. This is our estimate.	47%	28%	+13.2
Total	100%		30%

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