Automation index

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

A hive log comes earlier. Checking without angering them and taking honey 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.

#421 / 653

Beekeeper

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
Check, queen and the hive log. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Honey, supers and the smoker. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Varroa, treatments and not losing the stand. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Moving hives, bloom and the move. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The neighbour, the sting and the field permit. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Take honey, and not leaving them without stores. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		21%

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