IS WORK OVER?

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

Piano 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.

TaskShareAIPoints
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
Total100%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

Hospital pharmacist

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.

TaskShareAIPoints
Transcription, reconciliation and the error.
Estimate

No public source provides a precise figure. This is our estimate.

18%48%+8.6
Validate, the interaction and the one that cannot.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Chemo, the cabinet and not mixing the batch.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Ward, the doubt and going down to see the patient.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The board, the expensive drug and not yielding to pressure.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Validate the regimen, and not missing the error.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%27%

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

Skills and activities

  • meds reconciliation
  • validate regimens
  • chemotherapy
  • interactions
  • compounding cabinet
  • hospital pharmacy
  • expensive drugs
  • medication errors

Sources for this job· O*NET 29-1051.00· ESCO/ISCO 2262

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