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?
Chemist
26%
#209 / 633
View rankingChemist
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 |
|---|---|---|---|
Protocols, calcs and safety sheets.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Batch reports, charts and docs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Synthesis, titration and sample handling.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 15% | +2.7 |
Read a strange result and repeat it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Plant safety and waste.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
Sign quality and talk to production.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Protocols, calcs and safety sheets
- Batch reports, charts and docs
- Synthesis, titration and sample handling
- Read a strange result and repeat it
- Plant safety and waste
- Sign quality and talk to production
- quimico
- chemist
- laboratorio quimico
Sources for this job· O*NET 19-2031.00· ESCO/ISCO 2113