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.
#552 / 713
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?
Non-commissioned officer
22%
#435 / 713
View rankingNon-commissioned officer
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 |
|---|---|---|---|
Drill, the trade and the sheet.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Barracks, the one who is late and the one who skives.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Guard, the weapon and not sleeping it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Field, the mistake and not humiliating in public.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The officer, the order and not leaving the troops hanging.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That they know the trade, and not humiliating.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
- drill
- barracks
- guards
- weapons
- sheets
- the troops
- not humiliate
- the military trade
Sources for this job· O*NET 55-1017.00· ESCO/ISCO 0110