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Automation Risk Analysis

Will “Ophthalmological Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #239 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Ophthalmological 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%

“Ophthalmological 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

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

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

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

  • Perform routine laboratory tests and sample analyses.

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

  • Schedule appointments for patients.

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

  • Change dressings on wounds.

  • 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.

  • Set up medical laboratory equipment.

  • Clean and sterilize instruments and dispose of contaminated supplies.

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

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

  • Prepare and administer medications as directed by a physician.

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

  • Authorize drug refills and provide prescription information to pharmacies.

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

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

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

Technologies & Software

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