Automation index

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

A heat balance comes earlier. Heat reaching the last block without hiding the loss 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.

#398 / 753

District heating 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
Balance, flows and the loss. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Chamber, the leak and the one that weeps. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Substation, the valve and the one that will not open. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Winter, the last block and not leaving it cold. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The council, the tariff and not hiding the loss. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That the heat arrives, and not hiding the loss. 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?

22%

#392 / 753

Facilities 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
CMMS, tickets and the PPM. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Roof, the chiller and the one that will not start. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Generator, the diesel and not leaving it dry. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Fire, the pump and the monthly test. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The tenant, August and not jumping to a yes. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That cooling does not die, and not leaving the generator dry. 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