Associate Director, AI Product Manager

GSK
Mississauga
CAD 60,000 - 80,000
Job description

Join GSK's dynamic team to lead the AI product vision and strategy, driving innovative solutions that align with our R&D goals in target choice, patient identification, molecule design and clinical trial effectiveness. Motivate and guide a cross-functional team to meet milestones. Collaborate with experts to develop high-quality simulation modeling and analytical solutions. Shape the future of AI at GSK by establishing clear roadmaps, promoting adoption, and delivering industry-leading products.

Responsibilities:

  • Take the lead in identifying ambitious opportunities and shaping AI product vision, strategy, and roadmaps in alignment with GSK's R&D goals.
  • Drive innovation by proactively exploring, adopting, and testing novel AI technologies, using creative problem-solving to address business pain points while leveraging partnerships and market insights.
  • Lead and motivate a cross-functional team of machine learning developers, engineers, and domain experts to achieve product milestones.
  • Compute, analyze, and document AI model performance metrics while identifying and implementing strategies to enhance model accuracy and effectiveness.
  • Collaborate with subject matter experts in pre-clinical research, clinical trial design and operation, precision medicine, regulatory science, and CMC to achieve scientifically sound and high-quality simulation modeling and analytical solutions.
  • Establish clear AI roadmaps and ensure stakeholder alignment throughout the product life cycle.
  • Promote AI adoption through creating intuitive user experiences, developing effective training programs, and iterating based on feedback to maximize impact.
  • Understand GSK's strategic and competitive position and deliver AI products that are aligned with our mission and recognized best in the industry.
Why You?

Basic Qualifications:

  • Bachelor’s degree in computer science, bioinformatics, applied math, statistics or engineering
  • 5+ years product management experience with domain specific expertise in AI/ML
  • 2+ years experience in one or more life science R&D domain areas: pre-clinical research, clinical trial design and operation, precision medicine, regulatory science, chemistry, and manufacturing and controls (CMC).
  • Experience in Agile tool kits such as JIRA or Azure DevOps
  • Experience of AI/ML model metrics (e.g., F1 and AI-contents evaluation metrics) including human-in-the-loop (HITL) AI/ML monitoring.
  • Programming experience (R/SQL/Python) analyzing data sets and making decisions based on data.
  • Experience with prompt engineering techniques to improve solution accuracy.

Preferred Qualifications:

  • Experience managing the full AI product lifecycle, including incorporating customer feedback into product requirements, prioritizing features, and overseeing both pre- and post-launch activities.
  • Experience working in a technical environment with a broad, cross functional team to drive product vision, define product requirements, coordinate resources from other groups (design, legal, procurement, etc.), and guide the team through key milestones.
  • Proficiency in AI-based tools in market research, product requirement, and user research to enhance efficiency.
  • Enthusiastic and resilient in a constantly evolving environment where the process is fluid and creative solutions are key.
  • Hands-on experience in databricks, Azure AI stack, or GCP AI stack.
  • Hands-on experience with prompt programming such as DSPy.
  • Strong written and verbal communication skills in technical presentations and team objective and milestone reporting.
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