Automation index

How much of a Piano tuner’s job can AI already do?

An octave protocol comes earlier. Leaving the piano in tune for the concert do not.

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

Task comparison

IS WORK OVER?

19%

AI can already do 19% of this job.

#579 / 763

Piano tuner

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
Diagnose, pinblock and the protocol. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Tune, octaves and the unison. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Regulate, dampers and the one that will not cut. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Voicing, hammers and the one that is hard. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The concert, the hall and not leaving it flat. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
In tune, and lasting the concert. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

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

IS WORK OVER?

27%

#178 / 763

HVAC 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
Loads, flows and the plant. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Works, the duct and the one they crushed. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Commissioning, the balance and the room that sweats. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Noise, the grille and not leaving the whistle. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The client, the saving and not killing the fresh air. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it does not sweat, and not oversizing. 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