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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

  • 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.

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

  • 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.

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

  • Receive and screen telephone calls and visitors.

  • 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 patients, schedule appointments, and maintain patient records.

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

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

  • 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.

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

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

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

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

Technologies & Software

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