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Senior Product Manager, Personalization

Cookunity

full-remoteseniorproduct-management Anywhere in the World 22 days ago via WWR

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Tags

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

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