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Automation Risk Analysis

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

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AI Exposure Risk

59%

“Clinical Data Management Director (CDM Director)” 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 Director (CDM Director)” 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

  • Train staff on technical procedures or software program usage.

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

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

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

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

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

  • Prepare appropriate formatting to data sets as requested.

  • Supervise the work of data management project staff.

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

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

  • Analyze clinical data using appropriate statistical tools.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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