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Automation Risk Analysis

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

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AI Exposure Risk

60%

“RA and Compliance Director (Regulatory Affairs and Compliance 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 and Compliance Director (Regulatory Affairs and Compliance 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.

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

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

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

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

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

  • Train staff in regulatory policies or procedures.

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

  • Coordinate internal discoveries and depositions with legal department staff.

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

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

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

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

  • Monitor regulatory affairs trends related to environmental issues.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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