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

Veterinary 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
Charts, bookings and drug stock.
Estimate

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

16%32%+5.1
Hold, place lines and assist in theatre.
Estimate

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

22%10%+2.2
Labs, X-rays and samples.
Estimate

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

16%18%+2.9
Talk to owners and explain discharge.
Estimate

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

16%22%+3.5
Cages, cleaning and hospitalisation.
Estimate

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

16%16%+2.6
Bites, zoonoses and not leaving an animal.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Charts, bookings and drug stock
  • Hold, place lines and assist in theatre
  • Labs, X-rays and samples
  • Talk to owners and explain discharge
  • Cages, cleaning and hospitalisation
  • Bites, zoonoses and not leaving an animal
  • tecnico veterinario
  • auxiliar veterinario
  • vet tech

Sources for this job· O*NET 29-2056.00· ESCO/ISCO 3240

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