Automation index

How much of a Heat-pump technician’s job can AI already do?

A load calc comes earlier. Actually heating without freezing the unit do not.

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

Task comparison

IS WORK OVER?

22%

AI can already do 22% of this job.

#380 / 633

Heat-pump technician

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
Load, diagram and machine sizing. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Install, vacuum and the refrigerant charge. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Commission, curves and hot water. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Sensors, fan-coils and noise to the neighbour. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Winter, defrost and the complaint. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That it heats, and not freezing the outdoor unit. 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

IS WORK OVER?

26%

#204 / 633

Structural 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
Model, combinations and the calculation annex. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Site, rebar and what was not poured that way. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Code, building regs and the sizing note. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Pathology, the crack and shore or not. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
The architect, the deadline and not trimming the depth. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Sign that it stands, and not hiding the assumption. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		26%

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