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?
Anaesthetist
21%
#406 / 633
View rankingAnaesthetist
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 |
|---|---|---|---|
Assess pre-op, allergies and the anaesthetic plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Induce, maintain and wake in theatre.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Watch vitals, lines and acute pain.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Brief the patient and sign the consent.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Notes, consults and coordination with the surgeon.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
On-call, resuscitation and liability for the act.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Induce, maintain and wake in theatre
- Watch vitals, lines and acute pain
- Brief the patient and sign the consent
- anestesista
- anestesiologo
- anesthesiologist
- anaesthetist
Sources for this job· O*NET 29-1211.00· ESCO/ISCO 2212