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?
Civil engineer
25%
#231 / 633
View rankingCivil engineer
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 |
|---|---|---|---|
Structural calcs and code checks.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 42% | +9.2 |
Drawings, quantities and cost estimate.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 38% | +6.8 |
Geotech and simplified impact reports.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Coordination with contractor, council and suppliers.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Site execution and safety control.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Site authority and responsible signature.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 10% | +1.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Structural calcs and code checks
- Drawings, quantities and cost estimate
- Geotech and simplified impact reports
- Site execution and safety control
- Site authority and responsible signature
- ingeniero civil
- civil engineer
- obras publicas
- caminos
Sources for this job· O*NET 17-2051.00· ESCO/ISCO 2142