Automation index

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

An MRI report and a first differential come earlier. Examining, needling and saying ALS 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.

#274 / 633

Neurologist

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 MRIs, EEGs and a first differential. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Examination, cranial nerves and gait. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Long clinic, family and bad news. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Reports, prescriptions and consults. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
On-call, stroke and ward rounds. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Meeting, team and owning the diagnosis. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		24%

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

IS WORK OVER?

31%

#34 / 633

Epidemiologist

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
Surveillance, rates and the outbreak on the map. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Studies, bias and the report for public health. Estimate No public source provides a precise figure. This is our estimate.	16%	48%	+7.7
Surveys, contacts and the case interview. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Committee, the unpopular measure and the press. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Field, the care-home outbreak and dirty data. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Judgement, uncertainty and signing the alert. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		31%

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