Working cross-functionally with Ecommerce Product, Engineering & Analytics, Data Engineering, Merchandising, and Digital Marketing, this role owns models end to end, from problem definition through production deployment, monitoring, and continuous improvement. Essential Job Functions: Build and improve ML models for product search and discovery, using Floor & Decor's proprietary signals (customer behavior, store-level availability, local demand) to help customers find the right products faster.