Automation index
How much of a Station master’s job can AI already do?
A train graph comes earlier. Leaving on time without meeting on the same line do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Station master
23%
AI can already do 23% of this job.
#302 / 633
View rankingStation master
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 |
|---|---|---|---|
Graph, orders and the station log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Platforms, the crossing and the late train.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Staff, shifts and the ticket-office gap.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Incident, passengers and the PA.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Works, closures and leaving nobody on the platform.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That they do not meet, and signing the graph.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- train graph
- orders
- platforms
- ticket office
- PA
- line crossings
- station shifts
- station logs
Sources for this job· O*NET 53-4031.00· ESCO/ISCO 4323
IS WORK OVER?
Security guard
16%
#615 / 633
View rankingSecurity guard
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 |
|---|---|---|---|
Logs, tagged rounds and digital access.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Cameras, control rooms and written protocols.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 22% | +3.1 |
Presence, rounds and physical control.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Incidents, ID checks and citizen’s arrest.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 8% | +1.4 |
Dealing with client, neighbour and police.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Night shifts, fatigue and judgment.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 16% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Logs, tagged rounds and digital access
- Presence, rounds and physical control
- Incidents, ID checks and citizen’s arrest
- Dealing with client, neighbour and police
- Night shifts, fatigue and judgment
- vigilante
- security guard
- guardia de seguridad
Sources for this job· O*NET 33-9032.00· ESCO/ISCO 5414