**Position Summary...**

**What you'll do...**
**The Mission**
At Sam’s Club, we are building the next generation of autonomous commerce. The gap between raw data and agentic action is the Semantic Layer—and you are the architect of that bridge. As a Staff Data Scientist, you are the high-level Individual Contributor responsible for ensuring our data isn't just stored, but agent-consumable.
You will lead the transition from traditional data architectures to context-aware world models. Your goal is to transform massive retail datasets into a high-fidelity semantic environment where AI agents can reason, plan, and execute complex member tasks with zero friction.
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**What You’ll Do**
• Architect Agent-Ready Data: Lead the scientific strategy for building the context and semantic layer. You will define how structured, semi-structured, and unstructured data are unified into Knowledge Graphs, Embeddings, and Metadata layers ...