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Automation Risk Analysis

Will “Ward Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #447 of 702. Estimated risk: 81.0%

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AI Exposure Risk

55%

“Ward Clerk” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Ward Clerk” 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 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Medical Secretaries and Administrative Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform secretarial duties using specific knowledge of medical terminology and hospital, clinic, or laboratory procedures. Duties may include scheduling appointments, billing patients, and compiling and recording medical charts, reports, and correspondence.

Avg. Annual Salary $45,580
Avg. Hourly Wage $21.91
Available Jobs (US) 830,760
Job Title & Hierarchy Code (SOC) Medical Secretaries and Administrative Assistants #43-6013
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

  • Perform various clerical or administrative functions, such as ordering and maintaining an inventory of supplies.

  • Receive and route messages or documents, such as laboratory results, to appropriate staff.

  • Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.

  • Transmit correspondence or medical records by mail, e-mail, or fax.

  • Prepare correspondence or assist physicians or medical scientists with preparation of reports, speeches, articles, or conference proceedings.

  • Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.

  • Answer telephones and direct calls to appropriate staff.

  • Maintain medical records, technical library, or correspondence files.

  • Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders.

  • Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.

  • Interview patients to complete documents, case histories, or forms, such as intake or insurance forms.

  • Greet visitors, ascertain purpose of visit, and direct them to appropriate staff.

  • Perform bookkeeping duties, such as credits or collections, preparing and sending financial statements or bills, and keeping financial records.

  • Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.

  • Complete insurance or other claim forms.

Technologies & Software

  • Gemini (Google)
  • Patterson Dental Supply Patterson EagleSoft
  • Microsoft Exchange
  • Google Docs
  • Grok (xAI)
  • UiPath (RPA + AI)
  • Notion AI
  • DeepSeek
  • Corel WordPerfect Office Suite
  • Perplexity AI
  • Addressing software
  • Wisconsin Physicians Service Insurance CMS Secure Net Access Portal C-SNAP
  • Microsoft PowerPoint
  • HMS
  • dBASE Plus
  • Billing software
  • Microsoft Windows
  • Microsoft Internet Explorer
  • Gemini for Workspace
  • Allscripts Payerpath
  • Microsoft Publisher
  • Google Drive
  • Microsoft Office software
  • CPSI CPSI System
  • Nova (Amazon)
  • Data entry software
  • Microsys MicroMD
  • Database software
  • Medical procedure coding software
  • Microsoft Outlook
  • Qwen (Alibaba)
  • Electronic health record EHR software
  • Accounts receivable software
  • Medical condition coding software
  • Microsoft Copilot
  • Grammarly AI
  • ChatGPT (OpenAI)
  • Amazing Charts
  • Otter.ai
  • Epic Systems
  • PracticeWorks Systems Kodak WINOMS CS
  • Email software
  • Accounts payable software
  • Microsoft Excel
  • Scheduling software
  • Kimi (Moonshot AI)
  • Intuit QuickBooks Point of Sale
  • Web browser software
  • McKesson Lytec
  • Napkin AI
  • Graphics software
  • Microsoft Word
  • Llama (Meta)
  • Intuit QuickBooks
  • Microsoft Access
  • IDX Groupcast
  • Desktop publishing software
  • Spreadsheet software
  • Allscripts Professional PM
  • MEDITECH software
  • eMDs Medisoft
  • Word processing software
  • Claude (Anthropic)
  • Mistral (Mistral AI)
  • Henry Schein Dentrix
  • MEDITECH Medical and Practice Management MPM Suite
  • eClinicalWorks EHR software
  • Healthcare common procedure coding system HCPCS
  • Zapier AI
  • NaviMedix NaviNet
  • MEDENT
  • Multi-line telephone systems
  • Switchboards
  • Photocopying equipment
  • Dictaphones
  • Notebook computers
  • Credit card processing machines
  • Personal computers
  • Desktop computers
  • Scanners
  • Laptop computers
  • Laser facsimile machines
  • Laser printers
  • Hospital intercom equipment