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

IS WORK OVER?

22%

AI can already do 22% of this job.

#378 / 633

Ticket inspector

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.

Task	Share	AI	Points
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
Total	100%		22%

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

IS WORK OVER?

20%

#468 / 633

Lift technician

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.

Task	Share	AI	Points
Diagnosis, codes and the lift history. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Shaft, pit and the cabin rescue. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Service, tensioning and the industry report. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Modernise, doors and the limit switch. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The residents, the porter and the night fault. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Get the person out, and sign the service. Estimate No public source provides a precise figure. This is our estimate.	14%	10%	+1.4
Total	100%		20%

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