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.
#496 / 643
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?
Victim support worker
23%
#318 / 643
View rankingVictim support worker
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 |
|---|---|---|---|
Reception, file and the map of services.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Go with them to give evidence, the doctor and court.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Coordinate police, prosecution and services.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Reports, aid and the pathway.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
The crisis, the call and not invading.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Not left alone, and the secrecy of what they tell.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
- receive victims
- accompany to evidence
- coordinate with prosecutors
- victim aid
- crisis
- protection pathway
- court with the victim
- professional secrecy
Sources for this job· O*NET 21-1093.00· ESCO/ISCO 2635