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Automation Risk Analysis

Will “Ocular Care Aide” be Automated?

Historical Context: Oxford Study (2013)

Ranked #239 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Ocular Care Aide” 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%

“Ocular Care Aide” 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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Related Occupations & Automation Risk

Medical Transcriptionists

AI Risk 60%
Robot Risk 35%

Physical Therapist Assistants

AI Risk 57%
Robot Risk 48%

Dental Assistants

AI Risk 48%
Robot Risk 52%

Personal Care Aides

AI Risk 47%
Robot Risk 47%

Nursing Assistants

AI Risk 46%
Robot Risk 45%

Medical Equipment Preparers

AI Risk 42%
Robot Risk 63%

Core Skills & Abilities

  • Perform routine laboratory tests and sample analyses.

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

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

  • Schedule appointments for patients.

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

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

  • Authorize drug refills and provide prescription information to pharmacies.

  • Set up medical laboratory equipment.

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

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

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

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

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

  • 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.

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

  • Change dressings on wounds.

  • Clean and sterilize instruments and dispose of contaminated supplies.

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

  • Prepare and administer medications as directed by a physician.

Technologies & Software

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

Alternative Job Titles