Senior Product Manager, Content Metadata and Vectorization

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** Senior Product Manager – Content Metadata and Vectorization (Search and AI)
** Elsevier is a global leader in information, analytics, and decision support solutions for science, health, and technology professionals. We help researchers, clinicians, and educators advance knowledge and improve outcomes by delivering trusted content, data, and insights at the moments they matter most.

Across healthcare, Elsevier partners with clinicians and health systems to support evidence-based decision making, education, and lifelong learning. Our clinical solutions, including Clinical Key and Clinical Key AI, are designed to help healthcare professionals quickly find relevant, trusted information and apply it confidently in patient care.

At Elsevier, we are committed to advancing inclusion, fostering curiosity, and building products that make a meaningful impact on healthcare and society. We value thoughtful problem solving, cross-functional collaboration, and a strong sense of ownership, empowering our teams to shape the future of knowledge-driven decision support.
** About the Role
** Elsevier Clinical Solutions is seeking a Senior Product Manager to own the content metadata and vectorization strategy that powers search and AI-driven experiences across Clinical Key and Clinical Key AI. This role is responsible for defining how clinical content is represented for machines, spanning lexical metadata, semantic embeddings, and scalable pipelines that support hybrid search and retrieval-augmented generation. The role sits at the intersection of Search, AI, Content, and Platform teams and plays a critical part in ensuring that Elsevier’s clinical content is discoverable, reliable, and usable in high-trust clinical workflows.

Own product decisions related to semantic representation of content, including what content is embedded, appropriate levels of granularity, refresh cadence, and success metrics for vector-based retrieval. Partner with Search and AI teams to evaluate embedding approaches and make informed trade-offs between quality, cost, latency, and scalability. Define requirements to ensure vectorized content supports hybrid retrieval, RAG pipelines, and clinical explainability. AI.

Define product requirements for clinical concept tagging, content attributes such as specialty, content type, and evidence level, and editorial or trust signals. Ensure metadata supports lexical search relevance, Define product requirements for scalable pipelines that support metadata generation, content embedding, re-embedding, monitoring, and quality controls. Partner with Platform and Data teams to translate strategy into executable roadmaps and ensure consistency across ingestion paths for Clinical Key and Clinical Key AI.

Drive prioritization across competing needs from Search, AI, and Content stakeholders.
** Required Qualifications
** Five or more years of experience as a Product Manager or Senior Product Manager. Proven experience owning platform, data, search, or AI-adjacent products in a complex, cross-functional environment. Strong ability to partner effectively with Search, AI or ML engineering teams, and content or editorial organizations. Demonstrated ability to translate complex technical concepts into clear product strategy, requirements, and success metrics.

** Preferred Qualifications
** Experience working on search, information retrieval, or AI-powered products. Familiarity with metadata systems, taxonomies, embeddings, vector search, or retrieval-augmented generation concepts. Experience working with clinical, biomedical, or scientific content domains. Background in products that require high levels of precision, trust, and explainability.
** Why This Role Matters
** This role plays a critical part in shaping how clinical content is discovered, retrieved, and trusted across Clinical Key and Clinical Key AI. The decisions made in this role directly influence search relevance, AI answer quality, and the ability of clinicians to access reliable information at the point of care.
** We know your well-being and happiness are key to a long and successful career. We are delighted to offer country specific benefits.…