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

Delivery driver

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
Obey traffic laws and follow established traffic and transportation procedures.
Estimate

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

13%28%+3.6
Read maps and follow written or verbal geographic directions.
Estimate

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

11%28%+3.1
Verify the contents of inventory loads against shipping papers.
Estimate

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

11%28%+3.1
Load and unload trucks, vans, or automobiles.
Estimate

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

11%28%+3.1
Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards.
Estimate

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

7%28%+2
Present bills and receipts and collect payments for goods delivered or loaded.
Estimate

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

7%22%+1.5
Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition.
Estimate

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

7%28%+2
Turn in receipts and money received from deliveries.
Estimate

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

7%28%+2
Other less frequent tasks (weight estimated from frequency).
Estimate

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

26%28%+7.3
Total100%28%

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

Skills and activities

  • geographic areas
  • road traffic laws
  • communicate with customers
  • act reliably
  • drive in urban areas
  • ensure the integrity of mail
  • use geographic information systems
  • establish daily priorities
  • analyse ways to reduce travel time
  • interpret traffic signals

Sources for this job· O*NET 53-3033.00· ESCO/ISCO 8321

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