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
IS WORK OVER?
Pulmonologist
23%
AI can already do 23% of this job.
#347 / 753
View rankingPulmonologist
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.
| Task | Share | AI | Points |
|---|---|---|---|
Read spirometry, gases and the chest CT.EstimateNo 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.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Bronchoscopy, thoracentesis and invasive tests.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Inhalers, CPAP and rehab plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Ward, ICU and respiratory failure.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Report, consult and signing respiratory support.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 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
IS WORK OVER?
District heating engineer
22%
#398 / 753
View rankingDistrict heating 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.
| Task | Share | AI | Points |
|---|---|---|---|
Balance, flows and the loss.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Chamber, the leak and the one that weeps.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Substation, the valve and the one that will not open.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Winter, the last block and not leaving it cold.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The council, the tariff and not hiding the loss.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That the heat arrives, and not hiding the loss.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- heat balances
- flows
- network losses
- chambers
- heat substations
- the last block
- tariffs
- leaks
Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149