DataScience Manager Knowledge Management

At eBay, we're more than a global ecommerce leader — we're changing the way the world shops and sells. Our platform empowers millions of buyers and sellers in more than 190 markets around the world. We're committed to pushing boundaries and leaving our mark as we reinvent the future of ecommerce for enthusiasts.

Our customers are our compass, authenticity thrives, bold ideas are welcome, and everyone can bring their unique selves to work — every day. We're in this together, sustaining the future of our customers, our company, and our planet.

Join a team of passionate thinkers, innovators, and dreamers — and help us connect people and build communities to create economic opportunity for all.

About The Role
At the intersection of
AI, data science, and product discovery
, we're crafting the next generation of eCommerce experiences—and we're looking for a dynamic leader to help make that vision real.

As
Manager of Data Science – Knowledge Management
, you'll be a key architect behind the structured data that fuels search, recommendations, and AI-driven personalization. You'll lead with both hands-on expertise and strategic insight, bridging the worlds of
LLMs, taxonomy, knowledge graphs, and scalable analytics
.

This is a
high-agency, high-impact role
embedded in our
Product Knowledge organization
, where you'll drive meaningful innovation across catalog systems, metadata, and data-driven product experiences. If you thrive in a fast-paced, startup-like environment and are passionate about turning complex data into magical customer experiences, this is your stage.

What You'll Lead & Deliver

• Optimize Product Knowledge at Scale Conduct deep analytical dives using SQL and Python to enhance taxonomy, ontology, and structured catalog data that directly impact product discovery.
• Build LLM-Powered Solutions Use prompt engineering and retrieval-augmented generation (RAG) to create scalable, AI-powered tools for classification, data enrichment, and catalog intelligence.
• Design Model Evaluation Frameworks Establish robust metrics and test beds to evaluate semantic search models, embeddings, and ML-powered classification systems.
• Turn Data into Strategy Translate insights into action by partnering with Product, Engineering, and AI teams—driving roadmap priorities for catalog optimization, entity resolution, and knowledge graph evolution.
• Prototype & Experiment Rapidly Move quickly to test ideas and validate structured data strategies. Build proof-of-concepts that can scale into enterprise-level solutions.
• Partner for Production Impact Collaborate closely with applied ML, engineering, and product teams to refine and operationalize AI models in real-world, high-scale systems.

What You Bring

• 7+ years of experience in analytics, data science, or ML roles
• Advanced proficiency in SQL and Python for analytics, automation, and experimentation
• Familiarity with eCommerce discovery, product classification, and search or recommendation systems
• Hands-on experience with LLMs, prompt engineering, or RAG (preferred but not required)
• Strong grasp of model evaluation, including metrics design and benchmarking
• A startup mindset—bias for action, high ownership, and comfort with ambiguity
• Excellent communicator with the ability to influence cross-functional stakeholders

Why You'll Love It Here

• Drive real impact at the core of product discovery innovation
• Work hands-on with cutting-edge AI and data platforms
• Collaborate with some of the best minds in AI, Product, and Engineering
• Own high-visibility projects in a startup-like, high-trust culture
• Build scalable, magical, and relevant product data systems used by millions

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