IS WORK OVER?

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

Station 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.

TaskShareAIPoints
Graph, orders and the station log.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Platforms, the crossing and the late train.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Staff, shifts and the ticket-office gap.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Incident, passengers and the PA.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Works, closures and leaving nobody on the platform.
Estimate

No public source provides a precise figure. This is our estimate.

18%18%+3.2
That they do not meet, and signing the graph.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%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

Exam invigilator

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.

TaskShareAIPoints
Hall, the protocol and the clock.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Identity, the ID and the one who is not.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Copying, the phone and removing it without a circus.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Incident, the minute and not making it up.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
The one who shakes, extra time and not humiliating.
Estimate

No public source provides a precise figure. This is our estimate.

18%18%+3.2
That they do not copy, and not humiliating.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%22%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • exam protocols
  • ID
  • phones
  • incident minutes
  • extra time
  • exam hall
  • remove without a circus
  • not humiliate

Sources for this job· O*NET 25-1191.00· ESCO/ISCO 2359

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