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Automation Risk Analysis

Will “Data Integrity Specialist” be Automated?

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AI Exposure Risk

44%

“Data Integrity Specialist” 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%

“Data Integrity Specialist” 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

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

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

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

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

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

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

  • Develop in-service educational materials.

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

  • Train medical records staff.

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

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

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

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

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

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

  • 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.

Technologies & Software

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