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Automation Risk Analysis

Will “Medical Data Analyst” be Automated?

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AI Exposure Risk

44%

“Medical Data Analyst” 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 44% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

1%

“Medical Data Analyst” 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 Health Information Technologists and Medical Registrars, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply knowledge of healthcare and information systems to assist in the design, development, and continued modification and analysis of computerized healthcare systems. Abstract, collect, and analyze treatment and followup information of patients. May educate staff and assist in problem solving to promote the implementation of the healthcare information system. May design, develop, test, and implement databases with complete history, diagnosis, treatment, and health status to help monitor diseases.

Avg. Annual Salary $73,410
Avg. Hourly Wage $35.30
Available Jobs (US) 37,620
Job Title & Hierarchy Code (SOC) Health Information Technologists and Medical Registrars #29-9021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Health Information Technologists and Medical Registrars”

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Core Skills & Abilities

  • Evaluate and recommend upgrades or improvements to existing computerized healthcare systems.

  • 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.

  • Facilitate and promote activities, such as lunches, seminars, or tours, to foster healthcare information privacy or security awareness within the organization.

  • Monitor changes in legislation and accreditation standards that affect information security or privacy in the computerized healthcare system.

  • Prepare statistical reports, narrative reports, or graphic presentations of information, such as tumor registry data for use by hospital staff, researchers, or other users.

  • Train medical records staff.

  • Compile medical care and census data for statistical reports on diseases treated, surgery performed, or use of hospital beds.

  • Develop in-service educational materials.

  • Design databases to support healthcare applications, ensuring security, performance and reliability.

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

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

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

  • Manage the department or supervise clerical workers, directing or controlling activities of personnel in the medical records department.

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

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

  • Write or maintain archived procedures, procedural codes, or queries for applications.

Technologies & Software

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