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Automation Risk Analysis

Will “Vaccine RA Director (Vaccine Regulatory Affairs Director)” be Automated?

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AI Exposure Risk

60%

“Vaccine RA Director (Vaccine Regulatory Affairs 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%

“Vaccine RA Director (Vaccine Regulatory Affairs 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

  • Train staff in regulatory policies or procedures.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Monitor regulatory affairs trends related to environmental issues.

  • Coordinate internal discoveries and depositions with legal department staff.

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

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

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

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

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

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

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

Technologies & Software

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