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?
Aerial technician
18%
#552 / 633
View rankingAerial technician
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 |
|---|---|---|---|
Bookings, levels and install logs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Roof, mast, cable and outlet.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Configure, tune and explain to the neighbour.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Community, porter and access.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Faults, building ICT and fibre.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Not falling and not leaving a building without the match.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Bookings, levels and install logs
- Roof, mast, cable and outlet
- Community, porter and access
- Faults, building ICT and fibre
- antenista
- instalador de antenas
- aerial technician
Sources for this job· O*NET 49-2022.00· ESCO/ISCO 7422