Senior Manager, Product Management – Line Plan & Buy Plan Decision Logic
On-site · San Francisco, California, United States
Job Summary
Senior Product Manager for Line Planning & Buy Planning Decision Logic who will own the embedding of data science models (demand forecasting, assortment optimization, buy quantity) into Line Planning and Buy Planning workflows. Drive model requirements with Data Science, define how outputs surface in the UI with explainability and override mechanisms, establish feedback loops from user behavior to model improvements, and ensure production readiness. Lead backlog, write precise user stories and contracts, conduct UAT with Merchandising/Buying, and enable adoption through training and support. Partner with Merchants, Buyers, and Planners to translate workflow needs into model-driven capabilities and communicate model limitations and dependencies. Requires 10+ years in product management, fluency in collaborating with Data Science, Data Engineering, and business stakeholders, and a Bachelor's degree in a relevant field; advanced degree or equivalent experience a plus.
Required Qualifications
- 10+ years of experience in product management in data-intensive or AI/ML environments, ideally in retail/merchandising/planning
- Experience owning products that embed ML/data science models into user-facing workflows
- Bachelor's degree in Business, Analytics, Data Science, Computer Science, or related field; advanced degree or equivalent experience a plus
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