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Automation Risk Analysis

Will “Insurance Coder” be Automated?

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AI Exposure Risk

43%

“Insurance 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%

“Insurance 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

  • Process patient admission or discharge documents.

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

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

  • Schedule medical appointments for patients.

  • Post medical insurance billings.

  • Scan patients' health records into electronic formats.

  • Release information to persons or agencies according to regulations.

  • Process and prepare business or government forms.

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

  • Transcribe medical reports.

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

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

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

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

  • 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.

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

  • Consult classification manuals to locate information about disease processes.

Technologies & Software

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

Alternative Job Titles