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?
Tax lawyer
27%
#131 / 713
View rankingTax lawyer
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 |
|---|---|---|---|
Assessment, the file and the appeal.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Inspection, the minute and not lying about the fact.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
TEAR, the hearing and the precedent.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Constitutional, the one that will not fly and not selling it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The client, the saving and not building a dodge.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Fight it, and not signing what will not be swallowed.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
- tax appeals
- assessments
- inspection minutes
- TEAR
- precedents
- tax dodges
- the tax office
- facts
Sources for this job· O*NET 23-1011.00· ESCO/ISCO 2611