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Automation Risk Analysis

Will “Clinical Informatics Manager” be Automated?

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AI Exposure Risk

59%

“Clinical Informatics Manager” 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

25%

“Clinical Informatics Manager” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 25% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Clinical Data Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply knowledge of health care and database management to analyze clinical data, and to identify and report trends.

Job Title & Hierarchy Code (SOC) Clinical Data Managers #15-2051.02
ℹ️

Data is based on the reference occupation: “Clinical Data Managers”

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Core Skills & Abilities

  • Provide support and information to functional areas such as marketing, clinical monitoring, and medical affairs.

  • Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.

  • Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.

  • Perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.

  • Train staff on technical procedures or software program usage.

  • Develop technical specifications for data management programming and communicate needs to information technology staff.

  • Contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.

  • Develop or select specific software programs for various research scenarios.

  • Design and validate clinical databases, including designing or testing logic checks.

  • Prepare appropriate formatting to data sets as requested.

  • Track the flow of work forms, including in-house data flow or electronic forms transfer.

  • Monitor work productivity or quality to ensure compliance with standard operating procedures.

  • Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.

  • Process clinical data, including receipt, entry, verification, or filing of information.

  • Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.

  • Analyze clinical data using appropriate statistical tools.

  • Supervise the work of data management project staff.

  • Prepare data analysis listings and activity, performance, or progress reports.

  • Confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.

  • Design forms for receiving, processing, or tracking data.

  • Write work instruction manuals, data capture guidelines, or standard operating procedures.

Technologies & Software

  • Microsoft SharePoint
  • GitHub Copilot
  • Epic Systems
  • Grok (xAI)
  • SAS JMP
  • Gemini Code Assist
  • Lovable.dev
  • Microsoft Excel
  • PercipEnz Technologies OnCore-Clinical Research Management OnCore-CRM
  • Clinical trial management software
  • DeepSeek
  • Drug coding software
  • Bolt.new
  • Mistral AI (chat/models)
  • Word processing software
  • Codeium
  • Perplexity AI
  • Nova (Amazon)
  • Teradata Database
  • ClearTrial
  • Autocoders
  • Allscripts healthcare automation software
  • Relational database management software
  • Go
  • Citrix cloud computing software
  • Invivo Data EPX ePRO Management System
  • Microsoft Word
  • Microsoft Project
  • Claude (Anthropic)
  • Amazon CodeWhisperer
  • Microsoft Office software
  • IBM SPSS Statistics
  • Electronic data capture EDC software
  • Oracle Java
  • Structured query language SQL
  • Fortress Medical Clindex
  • TOPAZ Enterprise Software Suite
  • Mistral (Mistral AI)
  • SAS
  • Oracle Clinical
  • Kimi (Moonshot AI)
  • Cursor AI
  • Google Antigravity
  • Relational database software
  • Microsoft SQL Server
  • OpenClinica
  • Tabnine
  • PPD eLoader
  • KIKA Veracity
  • ePharmaSolutions eMVR
  • Medidata Rave Data Management
  • v0 by Vercel
  • SAP Crystal Reports
  • Phase Forward Clintrial
  • DZS Software Solutions ClinPlus
  • EpicCare Ambulatory Electronic Medical Records (EMR) software
  • Microsoft Access
  • ChatGPT (OpenAI)
  • Extensible markup language XML
  • Devin (Cognition AI)
  • C#
  • Patient tracking software
  • StudyManager Sponsor Edition
  • 5AM Glassbox Translational Research
  • InforSense InforSense
  • Oracle SQL Loader
  • Merge Healthcare eTrials
  • MEDITECH software
  • Qwen (Alibaba)
  • Project management software
  • Microsoft Visual Basic
  • Oracle Remote Data Capture
  • C++
  • Llama (Meta)
  • SyMetric Sciences SyMetric
  • Sierra Scientific Software CRIS
  • Gemini (Google)
  • Microsoft PowerPoint
  • SAP BusinessObjects Crystal Reports
  • Microsoft Visio
  • Handheld computers
  • Laptop computers
  • Smartphones