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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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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