Automation index

How much of a Train conductor’s job can AI already do?

A consist sheet comes earlier. Running the train without leaving a passenger at the halt do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

21%

AI can already do 21% of this job.

#426 / 633

Train conductor

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
Consist, brakes and the departure sheet. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Platform, close-up and the one left outside. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Incidents, Control and the delay. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Ticket staff, the fare dodger and the clash. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The line, the points and not leaving early. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Leave nobody behind, and sign the consist. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		21%

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

IS WORK OVER?

22%

#382 / 633

Avionics 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
BITE, manual and the fault tree. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Bench, the pin and the oxidised connector. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Calibrate, software and the config. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Line, the aircraft on stand and the slot. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The pilot report and not swapping the box blind. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Sign that it flies, and not leaving BITE red. 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