Automation index

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

A glucose curve and a dose tweak come earlier. Changing someone’s life with a prescription does not.

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

Task comparison

IS WORK OVER?

25%

AI can already do 25% of this job.

#232 / 673

Endocrinologist

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
Read labs, curves and a first adjustment. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Diabetes, thyroid and weight clinic. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Teach regimen, diet and tech (pump, sensor). Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Reports, prescriptions and consults. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Follow-up, adherence and complications. Estimate No public source provides a precise figure. This is our estimate.	16%	16%	+2.6
Team, nursing and not decompensating someone. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		25%

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

IS WORK OVER?

22%

#390 / 673

History teacher

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
Topic, sources and the outline. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Classroom, the debate and the one who drops the cliché. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Exam, the argument and not rewarding the crib. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Trip, the museum and getting them to actually look. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The family, the politics and not indoctrinating. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That they know why it happened, and not just the date. 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