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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

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

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

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

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

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

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

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

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

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

  • 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.

  • Complete insurance or other claim forms.

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

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

Technologies & Software

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