Automation index

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

A drawing and a tile order come earlier. Going up and not leaving a leak do not.

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

Task comparison

IS WORK OVER?

16%

AI can already do 16% of this job.

#613 / 633

Roofer

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
Measure, order material and set out slopes. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Tile, waterproof and finish ridges. Estimate No public source provides a precise figure. This is our estimate.	24%	8%	+1.9
Heights, anchors and weather. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Site, client and not cracking tiles. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Logs, quantities and extras. Estimate No public source provides a precise figure. This is our estimate.	14%	22%	+3.1
Not leaving a leak the first winter. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		16%

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

IS WORK OVER?

28%

#92 / 633

Mobile developer

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
Screens, API and offline state. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Store review, crashlytics and ANRs. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Real device, the notch and fragmented Android. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
CI, tests and the week's release. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Product, the redesign and not breaking what people use. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it does not crash, and not ignoring the one-star. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		28%

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