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

Tool and die maker

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
Read the die, clearances and the 3D drawing.
Estimate

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

16%40%+6.4
Machine, fit and try the tooling.
Estimate

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

18%18%+3.2
Mount in the press, shoot and correct.
Estimate

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

18%22%+4
EDM, polish and cavity finish.
Estimate

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

16%32%+5.1
Die maintenance and changeovers.
Estimate

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

16%28%+4.5
Die life and liability for the part.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • make dies
  • fit tooling
  • run EDM
  • try out tooling
  • polish cavities
  • mount in the press
  • maintain moulds
  • correct clearances

Sources for this job· O*NET 51-4111.00· ESCO/ISCO 7222

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