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.

#474 / 633

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?

21%

#407 / 633

Beekeeper

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
Check, queen and the hive log. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Honey, supers and the smoker. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Varroa, treatments and not losing the stand. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Moving hives, bloom and the move. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The neighbour, the sting and the field permit. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Take honey, and not leaving them without stores. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		21%

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