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?
Cycle courier
20%
#466 / 643
View rankingCycle courier
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 |
|---|---|---|---|
App, routes and the urgent job.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Pedal, traffic and not losing the parcel.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Lobby, the code and the one who will not come down.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Rain, puncture and the job that drops.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The platform, the fee and the one that does not pay time.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Deliver it whole, and not leaving it on the landing blind.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- cycle courier
- urgent jobs
- lobbies
- punctures
- courier app
- city traffic
- platform fees
- not lose the parcel
Sources for this job· O*NET 43-5021.00· ESCO/ISCO 8321