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

Well driller

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
Location, permit and the progress log.
Estimate

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

16%32%+5.1
Drill, case and the collapse.
Estimate

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

22%8%+1.8
Mud, samples and the geological log.
Estimate

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

16%22%+3.5
Yield test, pump and the water analysis.
Estimate

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

16%28%+4.5
The owner, the neighbour and the well that will not yield.
Estimate

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

16%18%+2.9
Clean water, and not leaving a blind well.
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

  • drill wells
  • case
  • yield test
  • drilling mud
  • geological log
  • samples
  • well pumps
  • drilling permits

Sources for this job· O*NET 47-5023.00· ESCO/ISCO 8113

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