Automation index

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

A diagram and a log come earlier. Stopping a train full of people does not.

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

Task comparison

IS WORK OVER?

18%

AI can already do 18% of this job.

#589 / 653

Train driver

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
Diagrams, notices and train logs. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Drive, brake and obey signals. Estimate No public source provides a precise figure. This is our estimate.	24%	8%	+1.9
Incidents, passengers and radio. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Fitness, fatigue and rules. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Shunting, depots and couplings. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Not running a red or a platform. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		18%

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

IS WORK OVER?

22%

#363 / 653

Palliative care doctor

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
Pain, the scale and the rescue dose. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The room, the family and the one who will not hear. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Symptom, the route and not over-sedating. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The team, the home discharge and the weekend. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The oncologist, the limit and not walking away. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Be there, and not leaving the end alone. 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