Automation index

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

A solar resource and a layout come earlier. Connecting the plant so it actually exports do not.

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

Task comparison

IS WORK OVER?

27%

AI can already do 27% of this job.

#163 / 633

Renewables 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
Resource, layout and the yield model. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Site, topography and the cable that will not reach. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Permits, grid point and the TSO. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
EPC, commissioning and export tests. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The neighbour, the council and the appeal against the plant. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it exports, and not inflating equivalent hours. 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

IS WORK OVER?

12%

#632 / 633

Barber

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
Appointments, till and product stock. Estimate No public source provides a precise figure. This is our estimate.	14%	32%	+4.5
Cut and style consult with the client. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Cut, fade and finish with clipper and scissors. Estimate No public source provides a precise figure. This is our estimate.	28%	5%	+1.4
Shave, beard tidy and hot towel. Estimate No public source provides a precise figure. This is our estimate.	18%	6%	+1.1
Cleaning, disinfection and tool care. Estimate No public source provides a precise figure. This is our estimate.	12%	10%	+1.2
Shop atmosphere and regulars. Estimate No public source provides a precise figure. This is our estimate.	12%	14%	+1.7
Total	100%		12%

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