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?
Primary school teacher
22%
#350 / 633
View rankingPrimary school teacher
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 |
|---|---|---|---|
Prepare lessons, worksheets and adaptations.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Teach, tutor and hold the classroom.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Families, parent meetings and conflicts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Assess, reports and special-needs notes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Playground, dining hall and duties.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Staff meeting, planning and not leaving a child behind.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- teach class
- mark students
- lesson plans
- teach
- Teach, tutor and hold the classroom
- Families, parent meetings and conflicts
- Assess, reports and special-needs notes
- Playground, dining hall and duties
- maestro de primaria
- maestra de primaria
Sources for this job· O*NET 25-2021.00· ESCO/ISCO 2341