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Automation Risk Analysis

Will “Family Medicine PA (Family Medicine Physician Assistant)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #190 of 702. Estimated risk: 14.0%

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AI Exposure Risk

51%

“Family Medicine PA (Family Medicine Physician Assistant)” will maybe 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Family Medicine PA (Family Medicine Physician Assistant)” 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 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Physician Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide healthcare services typically performed by a physician, under the supervision of a physician. Conduct complete physicals, provide treatment, and counsel patients. May, in some cases, prescribe medication. Must graduate from an accredited educational program for physician assistants.

Avg. Annual Salary $136,900
Avg. Hourly Wage $65.82
Available Jobs (US) 155,540
Job Title & Hierarchy Code (SOC) Physician Assistants #29-1071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Physician Assistants”

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Core Skills & Abilities

  • Visit and observe patients on hospital rounds or house calls, updating charts, ordering therapy, and reporting back to physician.

  • Obtain, compile, and record patient medical data, including health history, progress notes, and results of physical examination.

  • Provide physicians with assistance during surgery or complicated medical procedures.

  • Make tentative diagnoses and decisions about management and treatment of patients.

  • Instruct and counsel patients about prescribed therapeutic regimens, normal growth and development, family planning, emotional problems of daily living, and health maintenance.

  • Prescribe therapy or medication with physician approval.

  • Examine patients to obtain information about their physical condition.

  • Administer or order diagnostic tests, such as x-ray, electrocardiogram, and laboratory tests.

  • Supervise and coordinate activities of technicians and technical assistants.

  • Order medical and laboratory supplies and equipment.

  • Interpret diagnostic test results for deviations from normal.

  • Perform therapeutic procedures, such as injections, immunizations, suturing and wound care, and infection management.

Technologies & Software

  • Teleradiology systems
  • Patient records software for personal digital assistants PDAs
  • Nova (Amazon)
  • Spreadsheet software
  • Epic Systems
  • Mistral (Mistral AI)
  • Microsoft Excel
  • Patient management software
  • Gemini (Google)
  • Word processing software
  • Web browser software
  • MEDITECH software
  • Epic AI
  • Microsoft Outlook
  • Qwen (Alibaba)
  • ChartWare EMR
  • Glass AI
  • DeepSeek
  • Claude (Anthropic)
  • ChatGPT (OpenAI)
  • Kimi (Moonshot AI)
  • Nabla Copilot
  • Healthcare common procedure coding system HCPCS
  • Medical procedure coding software
  • Microsoft Office software
  • Teleconferencing software
  • Amboss AI
  • Medical condition coding software
  • eClinicalWorks EHR software
  • Electronic medical record EMR software
  • Nuance DAX (Microsoft)
  • Perplexity AI
  • Llama (Meta)
  • Abridge
  • Microsoft Word
  • Gemini for Workspace
  • Grok (xAI)
  • Tourniquets
  • Scalpel blades
  • Suturing needles
  • Electrocardiography EKG units
  • Pulmonary function testing PFT equipment
  • Spirometers
  • Tablet computers
  • Oximeters
  • Operating microscopes
  • Walkers
  • Doppler vascular equipment
  • Canes
  • Personal computers
  • Manual blood pressure units
  • Arterial line catheters
  • Nail probes
  • Tongue blades
  • Blood collection needles
  • Eye charts
  • Personal digital assistants PDA
  • Intravenous IV equipment
  • Subcutaneous hypodermic needles
  • Anesthesia equipment
  • Mosquito artery forceps
  • Intracranial pressure monitors
  • Therapeutic treadmill exercisers
  • Holter monitors
  • Medical magnetic resonance imaging MRI machines
  • Mechanical stethoscopes
  • Interthercal therapy equipment
  • Nail nippers
  • Nasogastric tubes
  • Binocular light compound microscopes
  • Lumbar puncture equipment
  • Tuberculin TB skin test equipment
  • Needle holders
  • Anoscopes
  • Trocars
  • Anesthesia ventilators
  • Portable satellite telehealth terminals
  • Reflex hammers
  • Slit lamps
  • Defibrillators
  • Swan catheters
  • Scalpel handles
  • Cervical collars
  • Knee braces
  • Evacuated blood collection tubes
  • Vaginal specula
  • X ray machines
  • High-frequency ventilators
  • Otoscopes
  • Chest tubes
  • Bone marrow biopsy equipment
  • Central venous pressure lines
  • Surgical curettes
  • Microscope slides
  • Intramuscular needles
  • Splints
  • Subclavian lines
  • Cast removal saws
  • Lancets
  • Life support for trauma and transport LSTAT intensive care units
  • Glucometers
  • Tracheal suctioning equipment
  • Crutches
  • Aspirating needles
  • Arterial blood gas monitoring equipment
  • Notebook computers
  • Laser printers
  • Walking braces
  • Halo fixation devices
  • Vascular straight aortic clamps
  • Ophthalmoscopes
  • Nebulizers
  • Videoconferencing equipment
  • Suture scissors
  • Dissector rods
  • Breath alcohol testers
  • Artery forceps
  • Harvester rods
  • Plastic surgery lasers
  • Intra-aortic balloon pumps IABP
  • Electrocautery devices
  • Bull dog nose clamps
  • Fluoroscopes
  • Doppler ultrasound fetascopes
  • Audiometers
  • Blood collection syringes
  • Electronic blood pressure monitors
  • Endoscopic camera/video systems
  • Tong traction devices
  • Retractors