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

Biomedical equipment technician

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
Ticket, the inventory and the calibration.
Estimate

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

16%32%+5.1
ICU, the ventilator and not switching off the one that is ventilating.
Estimate

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

22%8%+1.8
Theatre, the stack and the one that fails at induction.
Estimate

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

16%22%+3.5
Part, the spare and the one that does not arrive.
Estimate

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

16%28%+4.5
The clinician, the rush and not leaving the kit half done.
Estimate

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

16%18%+2.9
That it works at three, and signing the calibration.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • calibrate biomedical kit
  • ventilators
  • theatre stacks
  • clinical inventory
  • spares
  • ICU
  • not switch off the one ventilating
  • tickets

Sources for this job· O*NET 49-9062.00· ESCO/ISCO 3211

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