Senior Product Manager, Recommendations
@ Match GroupSenior Product Manager, Recommendations
About the job
Hinge is a dating app focused on genuine connections, using data and AI to enhance matchmaking. The Senior Product Manager owns recommender improvements, working with data science, ML, and engineering to shape user experiences and ensure fairness.
Requirements
- 4+ years product management experience
- Experience in recommendations or ML products
- Partnering with data science and engineering
- Strong communication skills
- Comfort with ambiguity
Qualifications
- Experience with dating or social products
- Interest in ethics and AI fairness
- Technical fluency in ML topics
- Curiosity about human-centric product design
Full job description
About the Role
Every match on Hinge starts with a decision from our recommender: Who should we show you today? Done right, the app feels like it gets you; done wrong, it feels random. This role owns that decision for millions of daters.
As Senior Product Manager on Recommendations, you'll take on challenges like how we welcome new users, how we ensure our recommendations are equitable for all, or how we help people explore as they are figuring things out, and turn them into improvements daters can actually feel. It's hands-on work at the intersection of machine learning and human connection, built shoulder-to-shoulder with data science, ML, engineering, design, and research.
Responsibilities
- Own core recs improvements, end to end. Take defined areas from problem to shipped result, and move core user and business metrics.
- Make the algorithm feel personal. Partner with data science and ML to improve how we rank and personalize, making the calls on inputs, ranking logic, and experience.
- Turn ambiguity into a roadmap. Decide what matters most, sequence the work, make the tradeoffs, and keep partners aligned as things change.
- Decide with evidence. Use experiments, behavioral data, and research to guide your calls when the signals are imperfect.
- Bring people along. Communicate your plan and results clearly — whether to an engineer in standup or a leader in a review.
- Protect trust. Recommendations shape who gets seen. Keep the system fair, safe, and true to Hinge's values.
What We're Looking For
- 4+ years of product management experience, ideally on personalization, recommendations, ranking, or other ML-powered consumer products.
- A track record of owning a product area end to end and driving measurable improvements to core user outcomes at scale.
- Comfort partnering closely with data science, ML, and engineering — technically fluent enough to shape direction on model inputs, ranking, and tradeoffs without needing to be deeply technical.
- Strong communication skills, especially translating complex ideas for non-technical audiences.
- Comfort with ambiguity and making principled calls in high-impact spaces.
- Experience with products that match people or content (e.g., dating, marketplaces, social feeds, or hiring).
- Curiosity about dating and the human side of product development, and an interest in the fairness, ethics, and inclusivity of algorithmic systems.
- A point of view on how AI tools can raise the quality and speed of product work.
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