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Automation Risk Analysis

Will “Autopsy Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #239 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Autopsy 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%

“Autopsy 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

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

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

  • Set up medical laboratory equipment.

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

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

  • Authorize drug refills and provide prescription information to pharmacies.

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

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

  • Prepare and administer medications as directed by a physician.

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

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

  • Change dressings on wounds.

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

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

  • Clean and sterilize instruments and dispose of contaminated supplies.

  • Schedule appointments for patients.

  • Perform routine laboratory tests and sample analyses.

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

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

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

Technologies & Software

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