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Automation Risk Analysis

Will “Doctor Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #239 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Doctor 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“Doctor 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 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Medical Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform administrative and certain clinical duties under the direction of a physician. Administrative duties may include scheduling appointments, maintaining medical records, billing, and coding information for insurance purposes. Clinical duties may include taking and recording vital signs and medical histories, preparing patients for examination, drawing blood, and administering medications as directed by physician.

Avg. Annual Salary $44,720
Avg. Hourly Wage $21.50
Available Jobs (US) 793,460
Job Title & Hierarchy Code (SOC) Medical Assistants #31-9092
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

  • Prepare treatment rooms for patient examinations, keeping the rooms neat and clean.

  • Prepare and administer medications as directed by a physician.

  • Authorize drug refills and provide prescription information to pharmacies.

  • Perform general office duties, such as answering telephones, taking dictation, or completing insurance forms.

  • Clean and sterilize instruments and dispose of contaminated supplies.

  • Explain treatment procedures, medications, diets, or physicians' instructions to patients.

  • Help physicians examine and treat patients, handing them instruments or materials or performing such tasks as giving injections or removing sutures.

  • Collect blood, tissue, or other laboratory specimens, log the specimens, and prepare them for testing.

  • Schedule appointments for patients.

  • Inventory and order medical, lab, or office supplies or equipment.

  • Interview patients to obtain medical information and measure their vital signs, weight, and height.

  • Change dressings on wounds.

  • Operate x-ray, electrocardiogram (EKG), or other equipment to administer routine diagnostic tests.

  • Contact medical facilities or departments to schedule patients for tests or admission.

  • Show patients to examination rooms and prepare them for the physician.

  • Greet and log in patients arriving at office or clinic.

  • Record patients' medical history, vital statistics, or information such as test results in medical records.

  • Set up medical laboratory equipment.

  • Keep financial records or perform other bookkeeping duties, such as handling credit or collections or mailing monthly statements to patients.

  • Perform routine laboratory tests and sample analyses.

Technologies & Software

  • Medical condition coding software
  • Microsoft Exchange
  • eClinicalWorks EHR software
  • Microsoft PowerPoint
  • Claude (Anthropic)
  • Microsoft Excel
  • Data entry software
  • Billing software
  • Spreadsheet software
  • Grok (xAI)
  • Nuance DAX (Microsoft)
  • Microsoft Windows XP Professional
  • Gemini (Google)
  • Gemini for Workspace
  • IDX Systems Patient Chart Tracking
  • Healthcare common procedure coding system HCPCS
  • Web browser software
  • Patient management software
  • ChatGPT (OpenAI)
  • Mistral (Mistral AI)
  • Diagnostic and procedural coding software
  • Qwen (Alibaba)
  • Epic Systems
  • Microsoft Word
  • Microsoft SharePoint Server
  • Business software applications
  • MEDITECH software
  • Microsoft Copilot
  • Bookkeeping software
  • Visual electro diagnostic software
  • Word processing software
  • DeepSeek
  • Microsoft Office software
  • Intuit QuickBooks
  • Microsoft Windows Vista Business
  • Appointment scheduling software
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Microsoft Outlook
  • Email software
  • Microsoft Access
  • Database software
  • Electronic medical record EMR software
  • Llama (Meta)
  • GE Healthcare Centricity EMR
  • Medical procedure coding software
  • Microsoft SharePoint
  • Pulmonary function measurement equipment
  • Audiometers
  • Centrifuges
  • Mayo stands
  • Culturettes
  • Pulmonary nebulizers
  • Walkers
  • Binocular light compound microscopes
  • Transcutaneous electric nerve stimulation TENS units
  • Tuberculin TB skin test equipment
  • Mechanical stethoscopes
  • Electrocardiography EKG units
  • Suction tubing
  • Blood collection vials
  • Breathalyzers
  • Vitalors
  • X ray development equipment
  • Autoclaves
  • Oxygen masks
  • Scanners
  • Microcapillary hematocrit tubes
  • Evacuated collection tube holders/adapters
  • Snellen eye charts
  • Cast cutters
  • Staple removers
  • Intradermal needles
  • Wheelchairs
  • Nebulizers
  • Suction machines
  • Otoscopes
  • Suture removers
  • Tourniquets
  • Splints
  • Subcutaneous hypodermic needles
  • Laser printers
  • Flexible sigmoidoscopy equipment
  • Notebook computers
  • Plethysmographs
  • Syringe needles
  • Single draw needles
  • Spirometers
  • Hearing aids
  • Electronic blood pressure measuring devices
  • Oxygen equipment
  • Handheld occluders
  • Electrocautery equipment
  • Dictation equipment
  • Butterfly needles
  • Tonometers
  • Credit card readers
  • Intramuscular needles
  • Microscope slides
  • Pipettes
  • Opthalmoscopes
  • Enema equipment
  • Syringes
  • Dosimetry badges
  • Canes
  • Evacuated blood collection tubes
  • Manual blood pressuring measurement equipment
  • Baumanometers
  • Personal computers
  • Blood chemistry analyzers
  • Lensometers
  • Retinoscopes
  • Crutches
  • Keratometers
  • Oxygen tanks
  • Tablet computers
  • Lancets
  • X ray machines
  • Metric rules
  • Gait belts
  • Endotracheal ET tubes