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

Concrete finisher

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
Set-out, joints and thickness.
Estimate

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

16%32%+5.1
Pour, vibrate and float.
Estimate

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

22%8%+1.8
Screed, power float and the right moment.
Estimate

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

16%22%+3.5
Cure, polythene and the windy day.
Estimate

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

16%28%+4.5
The late mixer and the one who wants water.
Estimate

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

16%18%+2.9
That it does not crack open, and not adding extra water.
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

  • pour concrete
  • vibrate
  • float
  • shrinkage joints
  • power float
  • cure
  • screed
  • slab thickness

Sources for this job· O*NET 47-2051.00· ESCO/ISCO 7114

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