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

Stonemason

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
Templates, cutting lists and stone orders.
Estimate

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

16%32%+5.1
Cut, polish and edge.
Estimate

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

22%10%+2.2
Set, level and seal on site.
Estimate

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

16%12%+1.9
Client, kitchen and bath.
Estimate

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

16%18%+2.9
Shop, resins and repairs.
Estimate

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

16%22%+3.5
Not delivering a piece that does not fit.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • build walls
  • plaster
  • site work
  • Templates, cutting lists and stone orders
  • Cut, polish and edge
  • Set, level and seal on site
  • Client, kitchen and bath
  • Shop, resins and repairs
  • Not delivering a piece that does not fit
  • marmolista

Sources for this job· O*NET 47-2022.00· ESCO/ISCO 7113

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