At least 10 years of experience in data architecture, engineering, management, stewardship, or related roles, including at least 5 years with enterprise data architecture, lakehouse platforms (eg Databricks, Snowflake, Microsoft Fabric), Data modeling, SQL, governance, and data quality, with demonstrated technical leadership through architecture decisions, reviews, mentoring, stakeholder facilitation, and direct delivery. Define data contracts for Merch planning and allocation systems, ecommerce, product lifecycle management, finance, customer platforms, and other strategic consumers, including grain, ownership, cadence, quality, security, reconciliation, and change management.