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?
Piano tuner
19%
AI can already do 19% of this job.
#483 / 643
View rankingPiano tuner
Where the time goes
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.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Tune, octaves and the unison.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Regulate, dampers and the one that will not cut.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Voicing, hammers and the one that is hard.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The concert, the hall and not leaving it flat.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
In tune, and lasting the concert.EstimateNo 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
Skills and activities
- tune pianos
- octaves
- unisons
- dampers
- pinblock
- voicing
- hammers
- regulate action
Sources for this job· O*NET 49-9063.00· ESCO/ISCO 7312
IS WORK OVER?
Renewables engineer
27%
#165 / 643
View rankingRenewables engineer
Where the time goes
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 |
|---|---|---|---|
Resource, layout and the yield model.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Site, topography and the cable that will not reach.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Permits, grid point and the TSO.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
EPC, commissioning and export tests.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The neighbour, the council and the appeal against the plant.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it exports, and not inflating equivalent hours.EstimateNo 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
Skills and activities
- plant layout
- solar resource
- grid connection
- commissioning
- renewables permits
- yield model
- export tests
- EPC
Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149