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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

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

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

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

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

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

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

  • Coordinate internal discoveries and depositions with legal department staff.

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

  • Monitor regulatory affairs trends related to environmental issues.

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

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

  • Train staff in regulatory policies or procedures.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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