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?

27%

#129 / 633

Air cargo agent

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
AWB, weight and the flight. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Acceptance, screening and what cannot fly. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
ULD, build-up and the cut-off. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Customs, transits and the one that misses the flight. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The client, the urgent and not overbooking the hold. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Board on time, and not leaving it on the ramp. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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