Director, Product Mgmt, Data Science

Johnson & JohnsonBrunswick, OH
7d

About The Position

We are seeking a dynamic Product Manager to join our highly matrixed data science organization, where you'll drive the development and management of data science and artificial intelligence (AI) solutions to support global regulatory activities. This role sits at the intersection of data science, regulatory affairs, and product strategy, requiring someone who can navigate complex stakeholder relationships while delivering technology solutions that accelerate drug development. This position requires an individual who can translate global regulatory workflows into technical product roadmaps and requirements and can empower cross-functional teams to deliver technologies that anticipate and address regulatory challenges across the globe.

Requirements

  • Advanced degree (MS/PhD) or equivalent practical experience in Life Sciences, Regulatory Affairs, Data Science, or related field
  • 10+ years in product management activities, with 3-5+ years of experience leading teams, with 5+ years of hands-on product management experience, and with 3+ years in pharmaceutical/biotech clinical development environment
  • Strong understanding of global regulatory submission processes (e.g., FDA, EMA, PMDA) and compliance requirements
  • Experience with developing or deploying generative AI tools and skills, including prompt engineering, RAG development, knowledge graphs, agent-based approaches, in the context of document generation and domain-specific reasoning
  • Proven track record using agile methodologies, product analytics, and user-centered design principles. Ability to translate complex regulatory requirements into actionable technical specifications

Nice To Haves

  • Experience in leading development of complex, multi-agent genAI-based tools, with familiarity on the full genAI tech stack
  • 3+ years experience with regulatory data management systems, e-submission platforms, and document interchange standards
  • Familiarity with generative AI platforms and their application in regulatory settings, including natural language processing (NLP) and automated quality control tools
  • Experience with cloud platforms and clinical data lakes/warehouses

Responsibilities

  • Product Strategy & Roadmap Define, drive development and execute implementation for product strategy for complex AI-driven regulatory tools that accelerate submissions, optimize document lifecycle management, and ensure regulatory compliance
  • Develop and maintain detailed product roadmaps that align with global regulatory business objectives, data science goals, and emerging AI technologies
  • Collaborate with data science teams to translate human-centered workflows and decision-making processes into technical product requirements to support and enhance performance, including building multi-agent systems to assist with complex, regulated processes
  • Drive prioritization decisions across competing initiatives and resource constraints for technology-enablement
  • Identify and evaluate opportunities where generative AI can transform document generation, QC, review processes, and virtual regulatory interactions
  • Stakeholder Management & Cross-Functional Leadership Collaborate closely with cross-functional teams to understand their needs and develop product strategies to support multiple use cases
  • Support regulatory teams on their digital transformation journey with generative AI enabled technologies
  • Work closely with data scientists, AI engineers, regulatory experts, advanced modeling and data teams, and design-thinking teams in an agile, matrixed environment
  • Distinguish critical priorities from distractions in complex product development environments, consistently driving the team toward measurable progress on key business outcomes
  • Facilitate alignment between business stakeholders and technical teams on product vision and delivery
  • Present product updates and strategic recommendations to senior Data Science, Global Regulatory Affairs and other R&D leadership, ensuring multi-level alignment
  • Product Development & Delivery In conjunction with other Product Development team members: Lead agile delivery product teams, with end-to-end product lifecycle from concept through launch and iteration
  • Define user stories, acceptance criteria, and success metrics for regulatory workflow tools
  • Coordinate with other data science teams to enable the technical execution, deployment, and life cycle maintenance for AI tools to support regulatory workflows
  • Coordinate cross-functional sprints and manage product backlogs
  • Ensure products meet data integrity, regulatory compliance, and validation requirements
  • Regulatory Technology Enablement Understand and leverage emerging generative AI technologies to support submission acceleration and regulatory strategy
  • Design and implement AI-enabled frameworks that streamline regulatory document workflows and health authority query response generation
  • Work together with the regulatory data hub to create and utilize AI-ready data packages for downstream tools and applications
  • Champion the adoption of new technologies among global regulatory teams, providing training and change management support to drive productivity and regulatory excellence

Benefits

  • Subject to the terms of their respective plans, employees are eligible to participate in the Company’s consolidated retirement plan (pension) and savings plan (401(k)).
  • This position is eligible to participate in the Company’s long-term incentive program.
  • Subject to the terms of their respective policies and date of hire, employees are eligible for the following time off benefits:
  • Vacation –120 hours per calendar year
  • Sick time - 40 hours per calendar year; for employees who reside in the State of Colorado –48 hours per calendar year; for employees who reside in the State of Washington –56 hours per calendar year
  • Holiday pay, including Floating Holidays –13 days per calendar year
  • Work, Personal and Family Time - up to 40 hours per calendar year
  • Parental Leave – 480 hours within one year of the birth/adoption/foster care of a child
  • Bereavement Leave – 240 hours for an immediate family member: 40 hours for an extended family member per calendar year
  • Caregiver Leave – 80 hours in a 52-week rolling period10 days
  • Volunteer Leave – 32 hours per calendar year
  • Military Spouse Time-Off – 80 hours per calendar year
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