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?
Optician
21%
#440 / 643
View rankingOptician
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 |
|---|---|---|---|
File, history and prescription.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Lens orders, stock and appointments.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Eye exam, retinal image and fitting.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 12% | +2.4 |
Frame fit and workshop.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Advise without pushing and explain pathology.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Refer to ophthalmology and follow-up.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- File, history and prescription
- Lens orders, stock and appointments
- Eye exam, retinal image and fitting
- Frame fit and workshop
- Refer to ophthalmology and follow-up
- optico
- optometrista
- optician
Sources for this job· O*NET 29-2081.00· ESCO/ISCO 3254