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

Paediatric physiotherapist

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
Assessment, milestones and the report.
Estimate

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

16%40%+6.4
Session, the play and the one who will not.
Estimate

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

18%14%+2.5
Family, the homework and not blaming.
Estimate

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

16%28%+4.5
Orthosis, the workshop and the one that pinches.
Estimate

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

16%22%+3.5
School, the yard and not leaving them sat.
Estimate

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

18%18%+3.2
That they move, and the family not giving up.
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

  • motor milestones
  • paediatric physio
  • therapeutic play
  • children's orthoses
  • the family
  • school
  • not blame
  • sessions with children

Sources for this job· O*NET 29-1123.00· ESCO/ISCO 2264

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