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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

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

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

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

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

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

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

  • Provide consultation to nurses regarding hardware or software configuration.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles