IS WORK OVER?

Automation index

How much of a Train conductor’s job can AI already do?

A consist sheet comes earlier. Running the train without leaving a passenger at the halt do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Train conductor

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
Consist, brakes and the departure sheet.
Estimate

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

16%36%+5.8
Platform, close-up and the one left outside.
Estimate

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

18%12%+2.2
Incidents, Control and the delay.
Estimate

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

16%28%+4.5
Ticket staff, the fare dodger and the clash.
Estimate

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

16%22%+3.5
The line, the points and not leaving early.
Estimate

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

18%18%+3.2
Leave nobody behind, and sign the consist.
Estimate

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

16%12%+1.9
Total100%21%

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

Skills and activities

  • train consist
  • platform close-up
  • departure sheet
  • Control
  • brake check
  • line incidents
  • halts
  • delays

Sources for this job· O*NET 53-4031.00· ESCO/ISCO 8312

Factory operator

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
Logs, SOPs and quality records.
Estimate

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

16%38%+6.1
Read orders and line screens.
Estimate

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

14%32%+4.5
Feed, run and unjam the line.
Estimate

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

22%18%+4
Changeover and tool cleaning.
Estimate

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

16%22%+3.5
In-station quality and stopping a defect.
Estimate

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

16%20%+3.2
Shifts, safety and coworkers.
Estimate

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

16%16%+2.6
Total100%24%

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

Skills and activities

  • Logs, SOPs and quality records
  • Read orders and line screens
  • Feed, run and unjam the line
  • Changeover and tool cleaning
  • In-station quality and stopping a defect
  • Shifts, safety and coworkers
  • operario de fabrica
  • factory operator
  • linea de produccion

Sources for this job· O*NET 51-2099.00· ESCO/ISCO 8211

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