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

Family 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
Genogram, the brief and the frame.
Estimate

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

16%40%+6.4
Session, the one who speaks for all and the one who stays quiet.
Estimate

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

18%14%+2.5
Conflict, the boundary and not taking sides.
Estimate

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

16%28%+4.5
The child, the loyalty and not using them as messenger.
Estimate

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

16%22%+3.5
The referral, the risk and calling it in time.
Estimate

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

18%18%+3.2
That they stay, and not taking sides.
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

  • genogram
  • family frame
  • joint sessions
  • loyalties
  • not take sides
  • child-risk
  • refer
  • boundaries

Sources for this job· O*NET 21-1013.00· ESCO/ISCO 2635

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