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

Occupational therapist

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
Reports, scales and intervention plans.
Estimate

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

18%35%+6.3
Prescribe aids and adapt paperwork.
Estimate

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

16%28%+4.5
Practical session: dressing, cooking, mobility.
Estimate

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

22%8%+1.8
Home visit and the real environment.
Estimate

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

16%12%+1.9
Family, carer and clinical team.
Estimate

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

14%14%+2
Motivation when the patient gives up.
Estimate

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

14%16%+2.2
Total100%19%

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

Skills and activities

  • Reports, scales and intervention plans
  • Prescribe aids and adapt paperwork
  • Home visit and the real environment
  • Family, carer and clinical team
  • Motivation when the patient gives up
  • terapeuta ocupacional
  • occupational therapist

Sources for this job· O*NET 29-1122.00· ESCO/ISCO 2269

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