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Automation Risk Analysis

Will “Medical Records Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #523 of 702. Estimated risk: 89.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

60%

“Medical Records 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Medical Records 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 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Medical Transcriptionists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Transcribe medical reports recorded by physicians and other healthcare practitioners using various electronic devices, covering office visits, emergency room visits, diagnostic imaging studies, operations, chart reviews, and final summaries. Transcribe dictated reports and translate abbreviations into fully understandable form. Edit as necessary and return reports in either printed or electronic form for review and signature, or correction.

Avg. Annual Salary $39,210
Avg. Hourly Wage $18.85
Available Jobs (US) 43,070
Job Title & Hierarchy Code (SOC) Medical Transcriptionists #31-9094
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Medical Transcriptionists”

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Core Skills & Abilities

  • Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.

  • Decide which information should be included or excluded in reports.

  • Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.

  • Perform a variety of clerical and office tasks, such as handling incoming and outgoing mail, completing and submitting insurance claims, typing, filing, or operating office machines.

  • Identify mistakes in reports and check with doctors to obtain the correct information.

  • Answer inquiries concerning the progress of medical cases, within the limits of confidentiality laws.

  • Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.

  • Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.

  • Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.

  • Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.

  • Receive and screen telephone calls and visitors.

  • Take dictation using shorthand, a stenotype machine, or headsets and transcribing machines.

  • Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.

  • Receive patients, schedule appointments, and maintain patient records.

  • Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.

Technologies & Software

  • Electronic medical record EMR systems
  • PCC EHR
  • YouTube
  • Patient billing software
  • Sylvan Software Complete Medical Pharmaceutical Spell Checker
  • Crescendo Systems DigiScribe-XL
  • Boston Bar Systems Corporation Sonnet
  • Kimi (Moonshot AI)
  • DeepSeek
  • Microsoft PowerPoint
  • Microsoft ASP.NET
  • Web browser software
  • Voice recognition software
  • Gemini (Google)
  • Bytescribe Development Company WavPlayer
  • Word processing software
  • Microsoft Outlook
  • Microsoft Office software
  • Microsoft Word
  • Mistral (Mistral AI)
  • Microsoft Copilot
  • SpeedType
  • Calendar software
  • Nuance DAX (Microsoft)
  • Medical terminology databases
  • Spellex AccuCount
  • g-net solutions MTP
  • Sylvan Software ShortCut
  • Grok (xAI)
  • Narratek Smartype
  • Speech recognition software
  • Emmaus MPWord
  • SpeedUp Trans
  • Healthcare common procedure coding system HCPCS
  • Microsoft Windows
  • Database software
  • Prognosis Innovation Healthcare ChartAccess
  • Spreadsheet software
  • Llama (Meta)
  • FileMaker Pro
  • Email software
  • eClinicalWorks EHR software
  • dBASE Plus
  • MedQuist DocQment Enterprise Platform
  • Allscripts healthcare automation software
  • ChatGPT (OpenAI)
  • Integrated Systems Management OmniMD
  • Precision Data Solutions VoicePower
  • Nuance Dragon NaturallySpeaking
  • Nova (Amazon)
  • Sylvan Software DropChute Pro
  • Claude (Anthropic)
  • SpectraMedi EasyFlow
  • Crescendo Systems Corporation MedRite-XL
  • Microsoft Excel
  • Qwen (Alibaba)
  • Gemini for Workspace
  • Microsoft Access
  • Corel WordPerfect Office Suite
  • Notebook computers
  • Laser printers
  • Laser facsimile machines
  • Multi-line telephone systems
  • Transcribing equipment
  • Postage meters
  • Personal computers
  • Desktop transcribers
  • Dictaphones
  • Desktop computers