Automation index

How much of a Airline pilot’s job can AI already do?

Flight plan and weather already process themselves. Deciding in a failure, talking to the cabin, and landing do not.

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

Task comparison

IS WORK OVER?

19%

AI can already do 19% of this job.

#545 / 653

Airline pilot

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
Prepare flight plan, fuel and NOTAMs. Estimate No public source provides a precise figure. This is our estimate.	18%	40%	+7.2
Weather and company briefing. Estimate No public source provides a precise figure. This is our estimate.	14%	32%	+4.5
Flying: take-off, cruise and landing. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Failures, diversions and emergencies. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Coordination with ATC, cabin and ground. Estimate No public source provides a precise figure. This is our estimate.	16%	10%	+1.6
Reports, logbook and fatigue compliance. Estimate No public source provides a precise figure. This is our estimate.	14%	15%	+2.1
Total	100%		19%

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

IS WORK OVER?

27%

#158 / 653

Hepatologist

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
Labs, fibroscan and the stage. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Clinic, the drink and the one who denies it. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Biopsy, the risk and not needling extra. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Antiviral, adherence and the one who quits. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The transplant board and not jumping to a yes. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Call the liver, and talking to the family. 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