IS WORK OVER?

Automation index

How much of a Economist’s job can AI already do?

Pulling a dataset and a first chart is instant. Deciding which model holds, and explaining it to a ministry, is not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Economist

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
Clean data, estimate and produce tables.
Estimate

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

22%52%+11.4
Draft notes, briefs and a first paper.
Estimate

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

18%45%+8.1
Choose model, assumptions and robustness.
Estimate

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

16%22%+3.5
Present to a client, ministry or board.
Estimate

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

16%15%+2.4
Debate, peer-review and defend the numbers.
Estimate

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

14%12%+1.7
Read the political context and data quality.
Estimate

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

14%18%+2.5
Total100%30%

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

Skills and activities

  • Clean data, estimate and produce tables
  • Draft notes, briefs and a first paper
  • Choose model, assumptions and robustness
  • Present to a client, ministry or board
  • Debate, peer-review and defend the numbers
  • economista
  • economist

Sources for this job· O*NET 19-3011.00· ESCO/ISCO 2631

Music therapist

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
Session, aims and the instrument.
Estimate

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

16%40%+6.4
Patient, the silence and not forcing the song.
Estimate

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

18%14%+2.5
Group, the one who shuts and the one who overflows.
Estimate

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

16%28%+4.5
Report, the marker and not selling miracles.
Estimate

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

16%22%+3.5
The ward, the noise and not bothering the rest.
Estimate

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

18%18%+3.2
Let it sound, and move what will not come out.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • music-therapy sessions
  • instruments
  • therapy groups
  • silence
  • markers
  • the ward
  • not force the song
  • not sell miracles

Sources for this job· O*NET 29-1129.00· ESCO/ISCO 2269

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