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Automation Risk Analysis

Will “Adult and Pediatric Neurologist” be Automated?

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AI Exposure Risk

43%

“Adult and Pediatric Neurologist” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Adult and Pediatric Neurologist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Neurologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Diagnose, manage, and treat disorders and diseases of the brain, spinal cord, and peripheral nerves, with a primarily nonsurgical focus.

Avg. Annual Salary $286,310
Avg. Hourly Wage $137.65
Available Jobs (US) 7,700
Job Title & Hierarchy Code (SOC) Neurologists #29-1217
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Neurologists”

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Core Skills & Abilities

  • Prescribe or administer medications, such as anti-epileptic drugs, and monitor patients for behavioral and cognitive side effects.

  • Diagnose neurological conditions based on interpretation of examination findings, histories, or test results.

  • Provide training to medical students or staff members.

  • Prescribe or administer treatments, such as transcranial magnetic stimulation, vagus nerve stimulation, and deep brain stimulation.

  • Develop treatment plans based on diagnoses and on evaluation of factors, such as age and general health, or procedural risks and costs.

  • Refer patients to other health care practitioners as necessary.

  • Communicate with other health care professionals regarding patients' conditions and care.

  • Participate in neuroscience research activities.

  • Order or interpret results of laboratory analyses of patients' blood or cerebrospinal fluid.

  • Perform or interpret the outcomes of procedures or diagnostic tests, such as lumbar punctures, electroencephalography, electromyography, and nerve conduction velocity tests.

  • Identify and treat major neurological system diseases and disorders, such as central nervous system infection, cranio spinal trauma, dementia, and stroke.

  • Supervise medical technicians in the performance of neurological diagnostic or therapeutic activities.

  • Perform specialized treatments in areas such as sleep disorders, neuroimmunology, neuro-oncology, behavioral neurology, and neurogenetics.

  • Interpret the results of neuroimaging studies, such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.

  • Interview patients to obtain information, such as complaints, symptoms, medical histories, and family histories.

  • Inform patients or families of neurological diagnoses and prognoses, or benefits, risks and costs of various treatment plans.

  • Coordinate neurological services with other health care team activities.

  • Participate in continuing education activities to maintain and expand competence.

  • Prepare, maintain, or review records that include patients' histories, neurological examination findings, treatment plans, or outcomes.

  • Order supportive care services, such as physical therapy, specialized nursing care, and social services.

  • Advise other physicians on the treatment of neurological problems.

  • 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.

  • Determine brain death using accepted tests and procedures.

  • Counsel patients or others on the background of neurological disorders including risk factors, or genetic or environmental concerns.

Technologies & Software

  • Bizmatics PrognoCIS EMR
  • GE Healthcare Centricity Practice Solution
  • Epic Systems
  • Greenway Medical Technologies PrimeSUITE
  • Email software
  • Perplexity AI
  • IOS Health Systems Medios EHR
  • McKesson Practice Plus
  • Nuance DAX (Microsoft)
  • e-MDs software
  • Automatic Data Processing AdvancedMD EHR
  • Benchmark Systems Benchmark Clinical EHR
  • eClinicalWorks EHR software
  • NextGen Healthcare NextGen Practice Management
  • simplifyMD
  • Modernizing Medicine Practice Management
  • CareCloud Central
  • Kareo Practice Management
  • Microsoft PowerPoint
  • Allscripts PM
  • Glass AI
  • Cerner PowerWorks Practice Management
  • Microsoft Word
  • Nabla Copilot
  • Microsoft Office software
  • Microsoft Excel
  • HealthFusion MediTouch
  • athenahealth athenaCollector
  • Amboss AI
  • Epic Practice Management
  • Epic AI
  • GalacTek ECLIPSE
  • Abridge
  • WRSHealth EMR
  • Gemini for Workspace
  • Vitera Healthcare Solutions Vitera Intergy
  • Nuesoft Technologies NueMD
  • Queen square hammers
  • Biofeedback units
  • Electroencephalograph EEG equipment
  • Diagnostic penlights
  • Tilting tables
  • Radio frequency generators
  • Automated external defibrillators AED
  • Neuropens
  • Variable two-point discriminators
  • Ultrasound imaging scanners
  • Polysomnographs
  • Electron beam tomography EBT systems
  • Peripheral nerve stimulators
  • Magnetic pulse stimulators
  • Ophthalmoscopes
  • Electronic stethoscopes
  • Visual stimulators
  • Facial nerve stimulators
  • Audio stimulators
  • Diagnostic tuning forks
  • Neurological hammers
  • Automatic blood pressure cuffs
  • Otoscopes
  • Audio evoked potential testers
  • Babinski hammers
  • Transcranial magnetic stimulators
  • Digital video cameras
  • Digital audio recorders
  • Magnetic resonance imaging MRI equipment
  • Transcutaneous electric nerve stimulation TENS equipment
  • Cerebral oximeters
  • Electromyographs EMG
  • Computed tomography CT scanners
  • Auditory function screeners
  • Electroencephalogram EEG signal spectrum analyzers
  • Electroconvulsive therapy ECT units