HUMANPLACE

Occupation

Neurologists

Diagnose, manage, and treat disorders and diseases of the brain, spinal cord, and peripheral nerves, with a primarily nonsurgical focus.

80 AI exposure
30 Human advantage
56 Market demand
58 AI leverage

Is Neurologists a safe career from AI?

Neurologists scores 80 out of 100 for AI exposure, which is high. A large share of this work is the kind current AI systems are measurably good at. That is not a prediction the job disappears, and the research does not support one. It means more of this role is likely to change than most.

Its human advantage score is 30, which is low. Most of this role can be done through a screen, and that is the half of the labor market AI has reached first. Market demand scores 56 out of 100, combining how many of these jobs exist with where that number is heading. The Bureau of Labor Statistics projects employment growing 6.4% over ten years.

Where Neurologists can go next

Occupations that share most of what this job already requires, ranked by how much carries over.

General Internal Medicine Physicians 92% of the skills carry over $236k median
Podiatrists 92% of the skills carry over $153k median
Nurse Anesthetists 90% of the skills carry over $223k median
Pediatricians, General 88% of the skills carry over $210k median

Thinking about moving out of Neurologists?

Answer three questions and see which jobs you could move into, what carries over from your own experience, and who is hiring.

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Where this comes from

Work content and transitions from O*NET, the US Department of Labor's occupational database. Wages and employment projections from the Bureau of Labor Statistics. AI exposure from published research measuring which occupations current AI capabilities overlap with. None of it is a forecast, and none of these numbers are ours: they are public data, put next to each other.

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