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

Professional athlete

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
Load plans, nutrition and video analysis.
Estimate

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

16%35%+5.6
Social, contracts and travel diary.
Estimate

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

14%28%+3.9
Train and compete the craft.
Estimate

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

26%4%+1
Physio, sleep and prevention.
Estimate

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

16%8%+1.3
Wear the shirt, press and the dressing room.
Estimate

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

14%10%+1.4
Manage an injury and the end of a career.
Estimate

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

14%12%+1.7
Total100%15%

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

Skills and activities

  • Load plans, nutrition and video analysis
  • Social, contracts and travel diary
  • Train and compete the craft
  • Physio, sleep and prevention
  • Manage an injury and the end of a career
  • deportista
  • atleta profesional
  • futbolista
  • professional athlete

Sources for this job· O*NET 27-2021.00· ESCO/ISCO 3421

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