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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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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