Senior Product Manager, Personalization
Cookunity
full-remoteseniorproduct-management Anywhere in the World 22 days ago via WWR
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Product ManagementPersonalizationMachine LearningRecommendation SystemsRanking AlgorithmsExperimentationA/B TestingUser Behavior AnalyticsSearchDietary Preference Modeling
About the role
Role Overview
Senior Product Manager, Personalization to lead the product vision, strategy, and execution for next-gen personalization systems. You’ll own the personalization engine across the full eater journey, working closely with ML, engineering, data science, design, and culinary teams.
Responsibilities
- Define and drive product strategy for end-to-end personalization, including:
- Recommendations and ranking algorithms
- Adaptive feed and intent modeling
- Predictive food preferences
- Build a unified personalization strategy across discovery, ordering, search, and post-order experiences.
- Translate customer insights and behavioral data into personalized ordering journeys for weekly menus.
- Ship high-impact personalization features by partnering with Engineering and ML on:
- Personalized ranking and contextual suggestion surfaces
- Food-intent clustering and dietary preference modeling
- Personalization-aware UX
- Drive experimentation (A/B testing) and establish offline/online model evaluation to measure lift.
- Deeply understand customer behavior:
- Early-week ordering signals, cuisine preferences, dietary constraints
- Long-term engagement drivers
- Identify behavioral segments/affinity clusters with Data Science
- Cross-functional leadership with:
- Design (adaptive homepages, personalized filters, “you might love,” order-again flows)
- Chefs and Culinary (menu diversity, cuisine metadata, ingredient-level signals)
- Growth/CRM/Marketplace (personalize acquisition, onboarding, reactivation)
- Drive measurable business impact:
- Improve CVR, add-to-cart rate, and search success rate
- Lift retention, order frequency, and net AOV
- Increase long-term revenue and reduce decision friction
Requirements
- Experience building ML-powered product experiences involving ranking, recommendations, or personalization platforms.
- Strong analytical skills with comfort in experimentation, model evaluation, and user behavior analytics.
- Ability to simplify complex technical problems into user-centric product solutions.
- Excitement about personalizing a large, dynamic food catalog into weekly experiences.
- Collaborative and decisive working style.
Nice-to-Haves
- Not explicitly stated beyond the listed expertise areas (ML, ranking/recommendations, personalization).
About Cookunity
CookUnity is a food marketplace that delivers fresh, ready-to-eat meals to homes using chefs. Founded in 2018, it connects customers with chefs and is expanding into an innovative marketplace focused on empowering chefs to nourish the world.
Scraped 4/1/2026