Automation index
How much of a Tram driver’s job can AI already do?
Urban ATO comes earlier. Crossing pedestrians without clipping the badly parked car do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Tram driver
19%
AI can already do 19% of this job.
#487 / 633
View rankingTram driver
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 |
|---|---|---|---|
Checks, log and the cab.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Drive, stops and the pedestrian who steps out.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 8% | +1.9 |
Badly parked car, calls and Control.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Timetable, reliefs and rush hour.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The tourist, the bike and not over-hooting.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Hit nobody, and make the terminus.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- drive trams
- urban stops
- pedestrians
- badly parked cars
- Control
- rush hour
- cab checks
- terminus
Sources for this job· O*NET 53-4041.00· ESCO/ISCO 8311
IS WORK OVER?
Forensic pathologist
23%
#306 / 633
View rankingForensic pathologist
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 the history, the police file and the scene notes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Autopsy, injuries and samples.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Report, dating and the causal link.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Give evidence, confirm and hold the lawyer.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Bodily-harm assessment and sick leave.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Chain of custody and owning the opinion.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- do autopsies
- forensic opinion
- assess injuries
- give evidence
- causal link
- chain of custody
- body at the scene
- bodily harm
Sources for this job· O*NET 29-1222.00· ESCO/ISCO 2212