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Automation Risk Analysis

Will “Inpatient Coder” be Automated?

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AI Exposure Risk

43%

“Inpatient 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%

“Inpatient 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

  • Schedule medical appointments for patients.

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

  • Process patient admission or discharge documents.

  • Consult classification manuals to locate information about disease processes.

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

  • Process and prepare business or government forms.

  • Scan patients' health records into electronic formats.

  • Transcribe medical reports.

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

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

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

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

  • Release information to persons or agencies according to regulations.

  • 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.

  • Post medical insurance billings.

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

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

Technologies & Software

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

Alternative Job Titles