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?
Historian
25%
#227 / 633
View rankingHistorian
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 |
|---|---|---|---|
Search, transcribe and sort sources.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Draft chapters, cards and bibliography.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 38% | +6.8 |
Archive work and source criticism.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 15% | +2.7 |
Argue the thesis and debate peers.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Teaching, outreach and museums.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Choose the cut and the question.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Search, transcribe and sort sources
- Draft chapters, cards and bibliography
- Archive work and source criticism
- Argue the thesis and debate peers
- Teaching, outreach and museums
- Choose the cut and the question
- historiador
- historian
Sources for this job· O*NET 19-3093.00· ESCO/ISCO 2633