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?
Tool and die maker
25%
#244 / 633
View rankingTool and die maker
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 |
|---|---|---|---|
Read the die, clearances and the 3D drawing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Machine, fit and try the tooling.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Mount in the press, shoot and correct.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
EDM, polish and cavity finish.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Die maintenance and changeovers.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Die life and liability for the part.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- make dies
- fit tooling
- run EDM
- try out tooling
- polish cavities
- mount in the press
- maintain moulds
- correct clearances
Sources for this job· O*NET 51-4111.00· ESCO/ISCO 7222