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.

#562 / 743

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?

22%

#392 / 743

Commissioning 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
Protocol, the loop and the punch. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Plant, start-up and the one that is not ready. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Test, the trip and not jumping it. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Vendors, the one who does not come and the spare. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The client, the deadline and not signing half done. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Start up, and not leaving the interlock jumped. 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