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

Cycle courier

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
App, routes and the urgent job.
Estimate

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

16%36%+5.8
Pedal, traffic and not losing the parcel.
Estimate

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

22%8%+1.8
Lobby, the code and the one who will not come down.
Estimate

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

16%22%+3.5
Rain, puncture and the job that drops.
Estimate

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

16%28%+4.5
The platform, the fee and the one that does not pay time.
Estimate

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

16%18%+2.9
Deliver it whole, and not leaving it on the landing blind.
Estimate

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

14%12%+1.7
Total100%20%

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

Skills and activities

  • cycle courier
  • urgent jobs
  • lobbies
  • punctures
  • courier app
  • city traffic
  • platform fees
  • not lose the parcel

Sources for this job· O*NET 43-5021.00· ESCO/ISCO 8321

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