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

Pharmacovigilance officer

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
Case, the file and MedDRA.
Estimate

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

18%48%+8.6
Seriousness, the link and the one that does not fit.
Estimate

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

16%40%+6.4
File, the AEMPS deadline and not delaying.
Estimate

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

16%22%+3.5
Signal, the aggregate and not playing it down.
Estimate

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

16%28%+4.5
The doctor, the ADR and not arguing the story.
Estimate

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

18%14%+2.5
If it is serious, call it. And not staying quiet.
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

  • ADR
  • MedDRA
  • AEMPS
  • safety signals
  • seriousness
  • causality
  • case files
  • regulatory deadlines

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

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