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Automation Risk Analysis

Will “Clinical Data Management Manager (CDM Manager)” be Automated?

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AI Exposure Risk

59%

“Clinical Data Management Manager (CDM 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 Data Management Manager (CDM 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

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

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

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

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

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

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

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

  • Supervise the work of data management project staff.

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

  • Analyze clinical data using appropriate statistical tools.

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

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

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

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

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

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

  • Prepare appropriate formatting to data sets as requested.

  • Train staff on technical procedures or software program usage.

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

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

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

Technologies & Software

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