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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

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

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

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

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

  • Train staff on technical procedures or software program usage.

  • Supervise the work of data management project staff.

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

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

  • Analyze clinical data using appropriate statistical tools.

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

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

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

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

  • Prepare appropriate formatting to data sets as requested.

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

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

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

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

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

Technologies & Software

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