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Automation Risk Analysis

Will “RA QA Director (Regulatory Affairs Quality Assurance Director)” be Automated?

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AI Exposure Risk

60%

“RA QA Director (Regulatory Affairs Quality Assurance 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

22%

“RA QA Director (Regulatory Affairs Quality Assurance 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 22% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Regulatory Affairs Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate production activities of an organization to ensure compliance with regulations and standard operating procedures.

Job Title & Hierarchy Code (SOC) Regulatory Affairs Managers #11-9199.01
ℹ️

Data is based on the reference occupation: “Regulatory Affairs Managers”

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Core Skills & Abilities

  • Maintain current knowledge of relevant regulations, including proposed and final rules.

  • Formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced.

  • Represent organizations before domestic or international regulatory agencies on major policy matters or decisions regarding company products.

  • Provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.

  • Establish regulatory priorities or budgets and allocate resources and workloads.

  • Develop regulatory strategies and implementation plans for the preparation and submission of new products.

  • Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.

  • Monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes.

  • Monitor regulatory affairs activities to ensure their alignment with corporate sustainability or green initiatives.

  • Manage activities such as audits, regulatory agency inspections, or product recalls.

  • Establish procedures or systems for publishing document submissions in hardcopy or electronic formats.

  • Implement or monitor complaint processing systems to ensure effective and timely resolution of all complaint investigations.

  • Direct documentation efforts to ensure compliance with domestic and international regulations and standards.

  • Coordinate internal discoveries and depositions with legal department staff.

  • Contribute to the development or implementation of business unit strategic and operating plans.

  • Communicate regulatory information to multiple departments and ensure that information is interpreted correctly.

  • Participate in the development or implementation of clinical trial protocols.

  • Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.

  • Train staff in regulatory policies or procedures.

  • Develop relationships with state or federal environmental regulatory agencies to learn about and analyze the potential impacts of proposed environmental policy regulations.

  • Monitor regulatory affairs trends related to environmental issues.

  • Evaluate regulatory affairs aspects that are specifically green, such as the use of toxic substances in packaging, carbon footprinting issues, or green policy implementation.

  • Provide responses to regulatory agencies regarding product information or issues.

  • Evaluate new software publishing systems and confer with regulatory agencies concerning news or updates on electronic publishing of submissions.

  • Direct the preparation and submission of regulatory agency applications, reports, or correspondence.

  • Investigate product complaints and prepare documentation and submissions to appropriate regulatory agencies as necessary.

  • Develop and maintain standard operating procedures or local working practices.

Technologies & Software

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  • Kimi (Moonshot AI)
  • Integrated development environment IDE software
  • Microsoft Copilot
  • Electronic common technical document eCTD viewing software
  • Datafarm S-Cubed
  • Electronic common technical document eCTD software
  • Napkin AI
  • Otter.ai
  • Microsoft Project
  • Image Solutions ISIPublisher
  • Fireflies.ai
  • Notion AI
  • Electronic document management system EDMS
  • Lorenz eValidator
  • Microsoft Visio
  • Octagon ViewPoint eCTD Complete
  • DoubleBridge ROSETTA Pyramid
  • Qwen (Alibaba)
  • Samarind RMS
  • XML authoring software
  • Extedo PLmanager
  • DoubleBridge ROSETTA Phoenix eCTD Viewer
  • Motion (AI Scheduler)
  • Lorenz DocuBridge
  • Grok (xAI)
  • MasterControl software
  • Gemini (Google)
  • MediRegs Regulation and Reimbursement Suite
  • Microsoft PowerPoint
  • Microsoft Outlook
  • Microsoft Access
  • Total quality management TQM software
  • DeepSeek
  • Analyse-it
  • Datafarm eCTDGatekeeper
  • Database software
  • DoubleBridge ROSETTA Sceptre
  • Claude (Anthropic)
  • Adobe Acrobat
  • Tableau
  • Extedo eCTDmanager Suite
  • Gemini for Workspace
  • IBM Notes
  • Datafarm eCTDViewer
  • Software development tools
  • Nova (Amazon)
  • Risk management software
  • Pilgrim Regulatory Submission
  • Lorenz labelBridge
  • Dialog DialogLink
  • Web browser software
  • Electronic common technical document eCTD validating software
  • Image Solutions eCTDXpress
  • Microsoft Office software
  • Take Solutions PharmaReady Document Management System
  • Extedo DOCvalidator
  • Microsoft Excel
  • MedXView eCTDauditor
  • Enterprise content management ECM software
  • Microsoft Word
  • SAP software
  • Microsoft SharePoint
  • Virtify eCTD
  • GlobalSubmit VALIDATE
  • DoubleBridge ROSETTA Scribe
  • Thomson Reuters Liquent CoreDossier Submission Accelerator for eCTD
  • MediRegs Pharmaceutical Regulation Suite
  • Axway eSubmissions
  • MediRegs Risk Assessment Manager
  • Word processing software
  • SAP EHS Management
  • GlobalSubmit REVIEW
  • Spreadsheet software
  • Mistral (Mistral AI)
  • Datafarm a-Pulse
  • MediRegs E-dition Compliance Monitor
  • Octagon StartingPoint
  • Thomson Reuters Liquent InSight Suite
  • Perplexity AI
  • ChatGPT (OpenAI)
  • Photocopying equipment
  • Computer laser printers
  • Multi-line telephone systems
  • Laptop computers
  • Laser facsimile machines
  • Personal computers
  • Desktop computers