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?
Network technician
21%
#448 / 643
View rankingNetwork technician
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 |
|---|---|---|---|
Diagrams, inventory and standard configs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 38% | +6.8 |
Tickets, remote diagnosis and logs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Pulling, racking, crimping and labelling.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Bring up links, VLANs and site Wi-Fi.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
On-call, outages and user care.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Vendors, civil work and access.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
- Diagrams, inventory and standard configs
- Tickets, remote diagnosis and logs
- Pulling, racking, crimping and labelling
- Bring up links, VLANs and site Wi-Fi
- On-call, outages and user care
- Vendors, civil work and access
- tecnico de redes
- network technician
- cableador
- cisco
Sources for this job· O*NET 15-1241.00· ESCO/ISCO 3513