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

Optician

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
File, history and prescription.
Estimate

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

18%40%+7.2
Lens orders, stock and appointments.
Estimate

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

16%32%+5.1
Eye exam, retinal image and fitting.
Estimate

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

20%12%+2.4
Frame fit and workshop.
Estimate

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

16%10%+1.6
Advise without pushing and explain pathology.
Estimate

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

16%14%+2.2
Refer to ophthalmology and follow-up.
Estimate

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

14%16%+2.2
Total100%21%

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

Skills and activities

  • File, history and prescription
  • Lens orders, stock and appointments
  • Eye exam, retinal image and fitting
  • Frame fit and workshop
  • Refer to ophthalmology and follow-up
  • optico
  • optometrista
  • optician

Sources for this job· O*NET 29-2081.00· ESCO/ISCO 3254

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