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Automation Risk Analysis

Will “Coder” be Automated?

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AI Exposure Risk

43%

“Coder” will probably not 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

1%

“Coder” will not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 1% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Medical Records Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compile, process, and maintain medical records of hospital and clinic patients in a manner consistent with medical, administrative, ethical, legal, and regulatory requirements of the healthcare system. Classify medical and healthcare concepts, including diagnosis, procedures, medical services, and equipment, into the healthcare industry's numerical coding system. Includes medical coders.

Avg. Annual Salary $55,970
Avg. Hourly Wage $26.91
Available Jobs (US) 187,910
Job Title & Hierarchy Code (SOC) Medical Records Specialists #29-2072
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Medical Records Specialists”

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Core Skills & Abilities

  • Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software.

  • Release information to persons or agencies according to regulations.

  • Identify, compile, abstract, and code patient data, using standard classification systems.

  • Compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts.

  • Review records for completeness, accuracy, and compliance with regulations.

  • Process patient admission or discharge documents.

  • Maintain or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information.

  • Resolve or clarify codes or diagnoses with conflicting, missing, or unclear information by consulting with doctors or others or by participating in the coding team's regular meetings.

  • Consult classification manuals to locate information about disease processes.

  • Enter data, such as demographic characteristics, history and extent of disease, diagnostic procedures, or treatment into computer.

  • Post medical insurance billings.

  • Scan patients' health records into electronic formats.

  • Process and prepare business or government forms.

  • Retrieve patient medical records for physicians, technicians, or other medical personnel.

  • Protect the security of medical records to ensure that confidentiality is maintained.

  • Schedule medical appointments for patients.

  • Transcribe medical reports.

Technologies & Software

  • Health Care Data HealthProbe
  • IBM Cognos Impromptu
  • Information Resource Products Clinical Coding Expert
  • Purkinje Dossier
  • ScanSoft Naturally Speaking
  • DRG grouping software
  • StataCorp Stata
  • Virtual private networking VPN software
  • Welford Chart Notes
  • Practice Partner Patient Records
  • Glass AI
  • Siemens Soarian Financials
  • MEDITECH software
  • Mediasoft mediOFFICE
  • 3M Encoder
  • eClinicalWorks EHR software
  • Microsoft Project
  • EHS CareRevolution
  • SAP Business Objects
  • Encoded archival system EAD
  • Tableau
  • Microsoft Dynamics
  • Greenway Medical Technologies PrimeChart
  • Holt Systems eMedRec
  • SoftMed ChartRelease
  • SynaMed EMR
  • NextGen Healthcare Information Systems EMR
  • Microsoft Excel
  • Qlik Tech QlikView
  • Billing software
  • STAT! Systems QD Clinical
  • Word processing software
  • HMS
  • MedStar Systems DrWorks
  • EndoSoft
  • SAS
  • Epic AI
  • Microsoft Exchange
  • Eko
  • R
  • Teradata Database
  • Speech recognition software
  • e-MDs topsChart
  • Azalea Health Azalea EHR
  • Microsoft Outlook
  • SAP Crystal Reports
  • Microsoft SQL Server Reporting Services SSRS
  • IBM Lotus 1-2-3
  • Siemens Soarian Scheduling
  • Corel WordPerfect Office Suite
  • IDX Systems Patient Chart Tracking
  • Quest Erwin Data Modeler
  • Structured query language SQL
  • Perplexity AI
  • Encoder software
  • eMDs Practice Partner
  • Microsoft SharePoint
  • Microsoft Visual Basic
  • Fox Meadows EncounterManager
  • PCC Pediatric Partner
  • Microsoft Word
  • MicroStrategy
  • Henry Schein Dentrix
  • Medical condition coding software
  • Fox Meadows ChartingPlus
  • Microsoft SQL Server
  • Hyland Software OnBase
  • Nuance DAX (Microsoft)
  • PowerMed
  • Presentation software
  • Scantron imaging software
  • IBM SPSS Statistics
  • Scheduling software
  • MD Synergy Medical Appointment Scheduling
  • Microsoft Visio
  • Nabla Copilot
  • Voice dictation software
  • QMSoftware Receivables Management
  • Web browser software
  • Electronic medical record EMR systems
  • Graphics software
  • VantageMed ChartKeeper
  • Abridge
  • IDX Systems IDXtend
  • NCG Medical Systems d-Chart
  • Digital Imaging Communications in Medicine DICOM medical imaging software
  • Microsoft Access
  • NDCMedisoft
  • American Medical Association CodeManager
  • Medical procedure coding software
  • Visionary Medical Systems Visionary OFFICE PM
  • Fox Meadows Accent Data Manager
  • Healthcare common procedure coding system HCPCS
  • SOAPware EMR
  • IBM InfoSphere DataStage
  • Laserfiche software
  • Amazing Charts
  • SoftMed ChartLocater
  • Allscripts EHR
  • Microsoft PowerPoint
  • Epic Systems
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft Office software
  • LeonardoMD Renaissance
  • Computerized indexing systems
  • Email software
  • GE Healthcare Logician
  • PCC EHR
  • Gemini for Workspace
  • Amboss AI
  • ComChart EMR
  • Entity Management Software
  • Coding database software
  • Minitab
  • Cyber Records MediChart Express
  • Microsoft Windows
  • SoftMed ChartReserve
  • Electronic medical record EMR software
  • MedicWare EMR
  • Dictaphones
  • Tablet computers
  • Desktop computers
  • Scanners
  • Switchboards
  • Postal scales
  • Light pens
  • 10-key calculators
  • Multi-line telephone systems
  • Notebook computers
  • Barcode scanners
  • Microfiche viewing machines
  • Microfilm viewing machines
  • Flat-top scanners
  • Credit card processing machines
  • Encoders
  • Touch screen monitors
  • Personal computers
  • Paper shredders
  • Laser facsimile machines
  • Optical readers and writers
  • Laser printers
  • Label printers
  • Barcode attachment equipment

Alternative Job Titles