IS WORK OVER?

Automation index

How much of a Ticket inspector’s job can AI already do?

A validator comes earlier. Walking the train and dealing with no ticket do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Ticket inspector

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
Validate, fares and the intervention note.
Estimate

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

16%40%+6.4
Aisle, the group and the one who hides.
Estimate

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

18%12%+2.2
Fines, data and what you can ask.
Estimate

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

16%28%+4.5
Incident, the full train and calling the conductor.
Estimate

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

16%22%+3.5
The insult, keeping calm and not making a scene.
Estimate

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

18%18%+3.2
Charge fairly, and not skipping a coach.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • validate tickets
  • rail fares
  • interventions
  • on-train fines
  • walk coaches
  • call the conductor
  • passenger data
  • full trains

Sources for this job· O*NET 53-4031.00· ESCO/ISCO 5112

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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