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Automation Risk Analysis

Will “Physician Reviewer” be Automated?

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AI Exposure Risk

59%

“Physician Reviewer” will maybe 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Physician Reviewer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Health Informatics Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply knowledge of nursing and informatics to assist in the design, development, and ongoing modification of computerized health care systems. May educate staff and assist in problem solving to promote the implementation of the health care system.

Job Title & Hierarchy Code (SOC) Health Informatics Specialists #15-1211.01
ℹ️

Data is based on the reference occupation: “Health Informatics Specialists”

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Core Skills & Abilities

  • Analyze and interpret patient, nursing, or information systems data to improve nursing services.

  • Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.

  • Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.

  • Design, conduct, or provide support to nursing informatics research.

  • Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics.

  • Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.

  • Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.

  • Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.

  • Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.

  • Develop or deliver training programs for health information technology, creating operating manuals as needed.

  • Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists.

  • Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes.

  • Inform local, state, national, and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development, and economics.

  • Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.

  • Identify, collect, record, or analyze data relevant to the nursing care of patients.

  • Provide consultation to nurses regarding hardware or software configuration.

  • Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research.

Technologies & Software

  • ESRI ArcGIS software
  • MicroFour PracticeStudio.NET EMR
  • Mistral (Mistral AI)
  • Amazon CodeWhisperer
  • SynaMed EMR
  • Computerized physician order entry CPOE software
  • Microsoft Visio
  • Qlik Tech QlikView
  • LAMP Stack
  • MEDITECH Healthcare Information System HCIS
  • Texas Medical Software SpringCharts EMR
  • MEDITECH software
  • Web browser software
  • Devin (Cognition AI)
  • ChartWare EMR
  • Mediware ClosedLoop Clinical Systems
  • Perplexity AI
  • Sparta Systems TrackWise
  • Grok (xAI)
  • StatCom Patient Flow Logistics Enterprise Suite
  • Llama (Meta)
  • Bizmatics PrognoCIS EMR
  • Netsmart Technologies CareNet
  • GE Healthcare Centricity EMR
  • Qwen (Alibaba)
  • SOAPware EMR
  • Tabnine
  • IBM SPSS Statistics
  • Mistral AI (chat/models)
  • JavaScript
  • e-MDs software
  • Epic Systems
  • Microsoft Office software
  • Codeium
  • Microsoft SharePoint
  • Software development tools
  • Google Antigravity
  • Microsoft Excel
  • Computer aided software engineering CASE tools
  • Bolt.new
  • Microsoft Access
  • Perl
  • Gemini (Google)
  • Learning management system LMS
  • Structured query language SQL
  • Amkai AmkaiCharts
  • UNIX
  • Microsoft Power BI
  • Healthcare management system
  • Claude (Anthropic)
  • Nova (Amazon)
  • Electronic medical administration record eMAR software
  • DeepSeek
  • VISICU eICU Program
  • Kimi (Moonshot AI)
  • Apache Hadoop
  • Picis CareSuite
  • eClinicalWorks EHR software
  • Mediware Information Systems MediCOE
  • McKesson ANSOS One-Staff
  • Microsoft Word
  • Microsoft Project
  • Gemini Code Assist
  • Qlik software
  • NextGen Healthcare Information Systems EMR
  • Lovable.dev
  • Allscripts Professional EHR
  • Python
  • Word processing software
  • Cerner PowerChart
  • GitHub Copilot
  • Microsoft SQL Server Reporting Services SSRS
  • Microsoft PowerPoint
  • v0 by Vercel
  • Tableau
  • Salesforce software
  • Microsoft Outlook
  • Allscripts Sunrise
  • Medscribbler Enterprise
  • Cerner Millennium
  • Seimens Healthineers
  • ChatGPT (OpenAI)
  • Cursor AI
  • SAS
  • SAP BusinessObjects Crystal Reports
  • R
  • Desktop computers
  • Medical image database systems
  • Tablet computers
  • Overhead projectors
  • Personal computers
  • Liquid crystal display LCD projectors
  • Multi-line telephone systems
  • Laptop computers

Alternative Job Titles