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.

#222 / 633

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?

21%

#414 / 633

Youth educator

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
Plan, notes and the young person’s file. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Shift, holding and the attempted abscond. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Workshop, homework and the hour that is not a fight. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Family, youth prosecution and the judge. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Street, leisure and the one who is late back. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
The bond, and not losing the kid. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		21%

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