Automation index
How much of a Air traffic controller’s job can AI already do?
Labels and alerts already help. Separating two aircraft in fog, and talking to both, is not something you hand off.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Air traffic controller
17%
AI can already do 17% of this job.
#598 / 643
View rankingAir traffic controller
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 |
|---|---|---|---|
Plan sequences and read traffic forecasts.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 32% | +5.8 |
Strips, tickets and inter-unit coordination.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Tactical control of aircraft on frequency.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 6% | +1.3 |
Resolve conflicts, radio failures and weather.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Train and supervise a controller under instruction.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
Reports, incidents and shift fatigue.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 17% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Plan sequences and read traffic forecasts
- Tactical control of aircraft on frequency
- Reports, incidents and shift fatigue
- controlador aereo
- air traffic
- atc
- torre de control
Sources for this job· O*NET 53-2021.00· ESCO/ISCO 3154
IS WORK OVER?
Pathologist
30%
#44 / 643
View rankingPathologist
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 |
|---|---|---|---|
Grossing, embedding and the first trim.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Read stains, IHC and a template report.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 52% | +8.3 |
The hard case, the second look and the frozen section.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Board, the surgeon on the phone and the margin.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Cytology, autopsy and the specimen that arrives late.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Signing the diagnosis and what the patient is playing for.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 30% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- read biopsies
- grossing
- immunohistochemistry
- frozen section
- pathology report
- cytology
- surgical margins
- autopsy
Sources for this job· O*NET 29-1222.00· ESCO/ISCO 2212