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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in product management for ML-powered consumer products, with a focus on search, recommendations, and personalization. Capable of developing strategic visions and influencing cross-functional teams to enhance user understanding and product capabilities.
Highest-signal resume keywords
Product Management ExperienceML-Powered Consumer ProductsSearch and Recommendation SystemsExperimentation and Analytics FluencyE-Commerce Experience
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Representation LearningMultimodal ModelsSequence ModelingGenerative RecommendationCausal ReasoningEmbeddingsRetrieval and RankingCold StartExplorationEvaluation
Soft Skills
Influencing Without AuthorityMentoring
Industry Keywords
EtsyUser UnderstandingProduct VisionBuyer RepresentationContextual SignalsBehavioral SignalsGraph SignalsCohort SignalsAuthenticityDifferentiation
About the role
Key responsibilities & impact- Define Etsy’s User & Content Understanding strategy
- Develop a multi-year product vision for understanding buyers, inventory, sellers, missions, and context
- Identify foundational capabilities that unlock improvements across products and surfaces
- Translate advances in representation learning, multimodal models, LLMs, sequence modeling, and generative recommendation into product opportunities
- Develop richer buyer representations encompassing tastes, aesthetics, interests, preferences, affinities, missions, and intent
- Improve understanding of new, signed-out, and low-history buyers using contextual, behavioral, graph, and cohort signals
- Establish richer semantic and multimodal representations of listings, shops, sellers, and other content
- Improve understanding of objects, attributes, aesthetics, occasions, seasonality, price and value, quality, craftsmanship, originality, and human connection
- Develop scalable approaches for long-tail and newly listed inventory
- Partner with Trust and Marketplace teams on authenticity, authorship, quality, and differentiation
- Align product leaders, engineers, scientists, analysts, researchers, and designers around shared strategies
- Influence team roadmaps across Etsy
- Navigate cross-surface trade-offs
- Mentor PMs and improve ML product thinking across MARS
Requirements
What you’ll need- Significant product management experience leading large, ambiguous problem spaces with meaningful customer and business impact
- Deep experience with ML-powered consumer products
- Experience in Search, Recommendations, Personalization, Ads, or Discovery is especially relevant
- E-commerce experience is a plus
- Understanding of modern search and recommender systems, including embeddings, retrieval and ranking, sequence models, multimodal systems, LLMs, cold start, exploration, and evaluation
- High fluency in experimentation, analytics, and causal reasoning
- Ability to think at a systems level and identify shared capabilities tied to real product needs
- Track record of influencing senior technical and product leaders without formal authority
- Ability to work within commuting distance of Etsy’s Brooklyn office, or qualify as a remote candidate with occasional office travel
- Must satisfy applicable U.S. work authorization requirements; visa sponsorship may be limited to certain roles and skills
Benefits
Comp & perks- Equity package
- Annual performance bonus
- Competitive benefits supporting employees and their families
- Hybrid work arrangement with office attendance once or twice per week depending on proximity
- Remote candidates outside commuting distance may be considered with occasional travel to the office
- Visa sponsorship may be available for certain roles and skills
