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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

  • Prescribe therapy or medication with physician approval.

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

  • Examine patients to obtain information about their physical condition.

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

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

  • Order medical and laboratory supplies and equipment.

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

  • Supervise and coordinate activities of technicians and technical assistants.

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

  • Interpret diagnostic test results for deviations from normal.

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

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

Technologies & Software

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