Automation index

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

A roof study and a quote come earlier. Climbing the roof, anchoring, and not falling do not.

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

Task comparison

IS WORK OVER?

21%

AI can already do 21% of this job.

#425 / 633

Solar installer

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
Roof study, shade and quote. Estimate No public source provides a precise figure. This is our estimate.	18%	42%	+7.6
Permits, reports and orders. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Fit structure, modules and cabling on roofs. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Inverter, commissioning and measurements. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Heights, anchors and weather. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Client, community and easements. Estimate No public source provides a precise figure. This is our estimate.	14%	15%	+2.1
Total	100%		21%

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

IS WORK OVER?

22%

#353 / 633

Merchandiser

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
Planogram, facings and the shelf. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Store, replenish and the one who will not follow the plan. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Promo, the extra and the one that falls. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Data, sell-out and not inflating facings. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The store manager, the space and fighting for the gap. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That the shelf sells, and not empty. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

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