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.
#537 / 693
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?
University careers adviser
27%
#182 / 693
View rankingUniversity careers adviser
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 |
|---|---|---|---|
Workshop, the CV and the letter.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Appointment, the one who does not know and the one who wants everything.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Placement, the firm and not selling smoke.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Fair, the contact and the one who will not approach.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The dean, insertion and not dressing the rate.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
A plan, and not panic.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- university CVs
- cover letters
- placements
- jobs fairs
- graduate insertion
- careers appointments
- not sell smoke
- workshops
Sources for this job· O*NET 21-1012.00· ESCO/ISCO 2423