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?
EV charger installer
22%
#350 / 643
View rankingEV charger installer
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 |
|---|---|---|---|
Single-line, power and the certificate.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Conduit, cable and the board that will not take it.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Configure, app and load balancing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Residents, the bay and the neighbour who objects.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The electrical inspection and the inspector.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That it charges at night, and not tripping the main.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
- EV chargers
- single-line
- load balancing
- electrical certificate
- wire the bay
- charger app
- charge board
- residents
Sources for this job· O*NET 47-2111.00· ESCO/ISCO 7411