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Automation Risk Analysis

Will “Medical Records Coder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #662 of 702. Estimated risk: 97.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

63%

“Medical Records Coder” 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 63% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Medical Records Coder” 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 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For File Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: File correspondence, cards, invoices, receipts, and other records in alphabetical or numerical order or according to the filing system used. Locate and remove material from file when requested.

Avg. Annual Salary $43,700
Avg. Hourly Wage $21.01
Available Jobs (US) 78,980
Job Title & Hierarchy Code (SOC) File Clerks #43-4071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “File Clerks”

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Core Skills & Abilities

  • Input data, such as file numbers, new or updated information, or document information codes into computer systems to support document and information retrieval.

  • Add new material to file records or create new records as necessary.

  • Retrieve documents stored in microfilm or microfiche and place them in viewers for reading.

  • Answer questions about records or files.

  • Perform periodic inspections of materials or files to ensure correct placement, legibility, or proper condition.

  • Assign and record or stamp identification numbers or codes to index materials for filing.

  • Complete general financial activities, such as processing accounts payable, reviewing invoices, collecting cash payments, or issuing receipts.

  • Gather materials to be filed from departments or employees.

  • Find, retrieve, and make copies of information from files in response to requests and deliver information to authorized users.

  • Modify or improve filing systems or implement new filing systems.

  • Place materials into storage receptacles, such as file cabinets, boxes, bins, or drawers, according to classification and identification information.

  • Eliminate outdated or unnecessary materials, destroying them or transferring them to inactive storage, according to file maintenance guidelines or legal requirements.

  • Operate mechanized files that rotate to bring needed records to a particular location.

  • Track materials removed from files to ensure that borrowed files are returned.

  • Sort or classify information according to guidelines, such as content, purpose, user criteria, or chronological, alphabetical, or numerical order.

  • Keep records of materials filed or removed, using logbooks or computers and generate computerized reports.

  • Design forms related to filing systems.

  • Scan or read incoming materials to determine how and where they should be classified or filed.

  • Perform general office activities, such as typing, answering telephones, operating office machines, processing mail, or securing confidential materials.

Technologies & Software

  • Kimi (Moonshot AI)
  • Gemini (Google)
  • Microsoft Access
  • ChatGPT (OpenAI)
  • Electronic health record EHR software
  • Microsoft Copilot
  • UiPath (RPA + AI)
  • Microsoft Windows
  • Otter.ai
  • Microsoft Excel
  • Electronic filing software
  • Microsoft Word
  • Qwen (Alibaba)
  • Intuit QuickBooks
  • Claude (Anthropic)
  • Grok (xAI)
  • Napkin AI
  • Email software
  • Nova (Amazon)
  • Adobe Acrobat
  • Microsoft SharePoint
  • Microsoft Office software
  • Grammarly AI
  • Zapier AI
  • Notion AI
  • Mistral (Mistral AI)
  • Word processing software
  • Microsoft Outlook
  • Llama (Meta)
  • Optical scanning software
  • Microsoft PowerPoint
  • Gemini for Workspace
  • Perplexity AI
  • DeepSeek
  • Personal computers
  • File cabinets
  • Microfilm viewing equipment
  • Stepladders
  • Laser facsimile machines
  • Mechanized file systems
  • Computer inkjet printers
  • Multiline telephone systems
  • Copy machines
  • Microfiche viewing equipment
  • Document scanners
  • Document stamps