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

Requirements engineer

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
Workshop, the actor and the requirement.
Estimate

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

18%48%+8.6
Conflict, the loudest and not swallowing it.
Estimate

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

16%40%+6.4
Criterion, the test and not leaving it vague.
Estimate

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

16%22%+3.5
Change, the impact and not hiding it.
Estimate

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

16%28%+4.5
The project lead, the deadline and not cutting the one that matters.
Estimate

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

18%14%+2.5
That it is needed, and not the loudest one's.
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

  • requirements
  • actor workshops
  • acceptance criteria
  • change impact
  • backlog
  • tests
  • not swallow the loudest
  • ambiguity

Sources for this job· O*NET 15-1299.00· ESCO/ISCO 2511

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