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.
#310 / 663
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?
Paediatric physiotherapist
22%
#346 / 663
View rankingPaediatric physiotherapist
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 |
|---|---|---|---|
Assessment, milestones and the report.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Session, the play and the one who will not.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Family, the homework and not blaming.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Orthosis, the workshop and the one that pinches.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
School, the yard and not leaving them sat.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That they move, and the family not giving up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- motor milestones
- paediatric physio
- therapeutic play
- children's orthoses
- the family
- school
- not blame
- sessions with children
Sources for this job· O*NET 29-1123.00· ESCO/ISCO 2264