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?

27%

#168 / 653

Immunologist

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
Panel, autoantibodies and the report. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Clinic, the flare and the one that does not fit. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Immunosuppressant, the dose and not dropping extra. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Infection, the risk and vaccinating on time. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The internist, the board and not delaying the biologic. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Call it autoimmune, and sign the treatment. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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