Automation index

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

A load curve comes earlier. Cutting the bill without leaving the process in the dark 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.

#160 / 623

Energy 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
Energy audit, curves and the saving potential. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Contracts, tariffs and the power market. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Plant, meters and what the meter misses. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Efficiency projects and the real payback. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The board, the CAPEX and the no to the project. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Save for real, and not selling green smoke. 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?

18%

#558 / 623

Gardener

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
Design planting, irrigation and calendar. Estimate No public source provides a precise figure. This is our estimate.	16%	38%	+6.1
Quote, order plants and invoice. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Prune, mow, clear and tend tree pits. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Water, feed and treat pests. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Fit irrigation, turf and plant pallets. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Communities, neighbours and noise hours. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Total	100%		18%

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