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?
Equality officer
29%
#72 / 633
View rankingEquality officer
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 |
|---|---|---|---|
Diagnosis, equality plan and the pay register.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Harassment protocols, training and clauses.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The complaint, the committee and what nobody wants to hear.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Indicators, annual report and bargaining with the firm.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The agreement, tenders and social clauses.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
That it is done, and not left as a PDF.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- equality plans
- pay gap register
- harassment protocols
- equality training
- gap diagnosis
- social clauses
- equality indicators
- bargain with the firm
Sources for this job· O*NET 13-1041.00· ESCO/ISCO 2422