Automation index

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

A syllabus and a test come earlier. Supervising a thesis, examining, and holding a room do not.

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

Task comparison

IS WORK OVER?

24%

AI can already do 24% of this job.

#278 / 623

University professor

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
Prep materials, tests and rubrics. Estimate No public source provides a precise figure. This is our estimate.	20%	45%	+9
Papers, grants and reviews. Estimate No public source provides a precise figure. This is our estimate.	16%	38%	+6.1
Teach and tutor. Estimate No public source provides a precise figure. This is our estimate.	20%	12%	+2.4
Supervise theses and examine. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
Department meetings and academic admin. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Actually research and choose the problem. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Total	100%		24%

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

IS WORK OVER?

19%

#511 / 623

Neurosurgeon

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
Indicate, consent and the plan with neurology. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Craniotomy, spine and the tumour that bleeds. Estimate No public source provides a precise figure. This is our estimate.	24%	6%	+1.4
Neuronavigation, monitoring and the margin. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Neuro ICU, pupils and raised pressure. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Family, the deficit and rehab. Estimate No public source provides a precise figure. This is our estimate.	14%	28%	+3.9
On-call, the haematoma and signing go or no-go. Estimate No public source provides a precise figure. This is our estimate.	14%	10%	+1.4
Total	100%		19%

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