IS WORK OVER?

Automation index

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

A spirometry and a CT report come earlier. Bronchoscopy and calling the oxygen do not.

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

Task comparison

Pulmonologist

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
Read spirometry, gases and the chest CT.
Estimate

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

16%48%+7.7
Clinic for cough, asthma and the one who does not ventilate.
Estimate

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

18%18%+3.2
Bronchoscopy, thoracentesis and invasive tests.
Estimate

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

18%12%+2.2
Inhalers, CPAP and rehab plan.
Estimate

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

16%28%+4.5
Ward, ICU and respiratory failure.
Estimate

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

16%22%+3.5
Report, consult and signing respiratory support.
Estimate

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

16%14%+2.2
Total100%23%

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

Skills and activities

  • read spirometry
  • bronchoscopy
  • treat asthma
  • prescribe CPAP
  • chest CT
  • pulmonology clinic
  • respiratory failure
  • inhalers

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

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

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