Jobs / Healthcare / 29-1217.00

Neurologists

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

US jobs
10,590
Median wage
$248,560 a year
Job family
Healthcare

Can agents do the work of neurologists?

We read the evidence for the whole job family, Healthcare: Some tasks (no change in 12 months)

Agents complete 20% or more of the tasks (or projects) on a direct benchmark.

Evidence: MedAgentBench, 69.7% of tasks completed.

0% of this occupation's work, by O*NET work activities, is measured by a direct benchmark.

  • 12%Analyze health or medical dataNot measured
  • 9%Confer with healthcare or other professionals about patient careNot measured
  • 8%Prescribe medical treatments or devicesNot measured
  • 7%Administer diagnostic tests to assess patient healthNot measured
  • 5%Treat injuries, illnesses, or diseasesNot measured
  • 5%Examine people or animals to assess health conditions or physical characteristicsNot measured
  • 5%Collect information about patients or clientsNot measured
  • 5%Diagnose health conditions or disordersNot measured

Benchmarks for the job family

These cover work in healthcare, not always this occupation's tasks.

Direct evidence

Work benchmarks mapped primary to this family. They set the step when they report how many tasks agents complete.

Also relevant

These benchmarks cover part of this family's work, or have no result yet. They do not set its step.

  • OSWorld 2.0by HKU and Snorkel AIProject level · Binary completion rate (full set, 500 steps)
    44.3%Claude Opus 5 (max, batch tool) · 17 Sep 2026
    Emerging
  • SOP-Benchby AmazonTask level · Task success rate
    72.4%Claude 4 Opus (ReAct agent) · 23 Feb 2026
    Strong

Context only

These benchmarks span many occupations, or they test how agents behave. They give context but do not set the step.

  • GDPvalby OpenAIProject level · Wins plus ties against experts
    84.9%GPT-5.5 · Apr 2026
    Strong
  • GDPval-AAby Artificial AnalysisProject level · GDPval-AA Elo
    1846 EloClaude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) · 23 Sep 2026
    Unrated

Typical tasks

From O*NET 31.0. Core tasks first. Few of these tasks have a benchmark today.

  • Interview patients to obtain information, such as complaints, symptoms, medical histories, and family histories.
  • Examine patients to obtain information about functional status of areas, such as vision, physical strength, coordination, reflexes, sensations, language skills, cognitive abilities, and mental status.
  • Perform or interpret the outcomes of procedures or diagnostic tests, such as lumbar punctures, electroencephalography, electromyography, and nerve conduction velocity tests.
  • Order or interpret results of laboratory analyses of patients' blood or cerebrospinal fluid.
  • Diagnose neurological conditions based on interpretation of examination findings, histories, or test results.
  • Prescribe or administer medications, such as anti-epileptic drugs, and monitor patients for behavioral and cognitive side effects.
  • Identify and treat major neurological system diseases and disorders, such as central nervous system infection, cranio spinal trauma, dementia, and stroke.
  • Develop treatment plans based on diagnoses and on evaluation of factors, such as age and general health, or procedural risks and costs.
  • Inform patients or families of neurological diagnoses and prognoses, or benefits, risks and costs of various treatment plans.
  • Prepare, maintain, or review records that include patients' histories, neurological examination findings, treatment plans, or outcomes.
  • Communicate with other health care professionals regarding patients' conditions and care.
  • Counsel patients or others on the background of neurological disorders including risk factors, or genetic or environmental concerns.
Other job titles for this occupation (19)

Adult and Pediatric Neurologist · Adult Neurologist · General Neurologist · Neurologist · Pediatric Neurologist · Physician · Child Neurologist · Chiropractic Neurologist · DO Physician (Doctor of Osteopathic Medicine Physician) · Epileptologist · Headache Specialist · MD (Medical Doctor) · Neurohospitalist · Neurology Physician · Neurophysiologist · Neurosurgery Physician · Osteopathic Neurologist · Pediatric Neurology Physician · Vascular Neurologist