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

Substation technician

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
Switching, the sheet and the lockout.
Estimate

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

16%32%+5.1
Bay, the earth and not going in without it.
Estimate

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

22%8%+1.8
Oil, the analysis and the one that bites.
Estimate

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

16%22%+3.5
Fault, the disconnector and not resetting blind.
Estimate

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

16%28%+4.5
Control and not jumping to a yes.
Estimate

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

16%18%+2.9
Open the right one, and not going in unearthed.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • switching
  • substation sheets
  • earths
  • bays
  • oil
  • lockouts
  • disconnectors
  • not go in unearthed

Sources for this job· O*NET 49-2095.00· ESCO/ISCO 3113

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