Product Manager Personalized Outfitting & Algorithms

About the Team

At Stitch Fix were reimagining how people discover express and evolve their personal style. We do this by uniquely combining technology data and the human creativity of our Stylists to create deeply personalized shopping experiences at scale. Advanced machine learning and AI capabilities have been in our DNA since Stitch Fix was founded. Our Client Experience team builds best-in-class technology to understand preferences and develop recommendations. And were changing the game on how recommendations are created and shown to clients. We believe outfitting helping clients see how pieces come together into looks that feel right for them & inspirational represents the future of ecommerce and apparel shopping.

About the Role

We build systems that learn continuously from client behavior and feedback enabling experiences that feel intuitive expressive and human. Outfitting is core to how Stitch Fix delivers value and were entering the next chapter of what it can be. As our Product Manager for Personalized Outfitting & Algorithms youll shape how we bring outfits to life integrate generative and agentic AI capabilities into our algorithms and redefine how clients experience style in a personalized dynamic and expressive way.

Youll lead the vision strategy and execution for the next generation of our outfitting platform one that seamlessly combines human intuition trend understanding and machine learning. Youll also guide the evolution of our client profile ecosystem ensuring we continuously learn adapt and refine each clients style story.

Youll lay the groundwork for a new generation of outfitting capabilities from defining the product vision and roadmap to shaping the platform and experiences to helping build and scale the team around this space over time. Were looking for a PM who thrives in ambiguous 01 problem spaces and has experience shaping and growing teams as the product needs evolve.

Youre excited about this opportunity because you will...

• Shape a categorydefining product strategy at the intersection of fashion personalization and technology.
• Build something foundational setting direction not just for a roadmap but for a team and capability over time.
• Work on problems that blend creativity taste data and human judgment.
• Partner with talented crossfunctional teams to turn ambiguity into impact.

Set the Product Vision for the Future of Outfitting

• Define a bold clientcentric vision for outfitting as a core shopping paradigm positioning Stitch Fix at the forefront of the future of ecommerce and apparel discovery.
• Build and own a multiyear strategy and roadmap that connects personalization inventory style expertise and client feedback into cohesive outfit experiences.
• Identify where emerging capabilities (e.g. generative and agentic systems) meaningfully enhance creativity speed and relevance.

Build the Foundation Product Platform and Team

• Lay the product and platform groundwork to modernize our outfitting platform architecture for speed configurability and creative range
• Partner with leadership to identify team needs and shape operating models as the space grows.
• Establish clear product principles success metrics and decision frameworks to guide the team as it scales.

Evolve Client Understanding & Preference Learning

• Design lowfriction ways for clients to express and refine their style over time reducing explicit inputs while increasing signal quality.
• Ensure client preferences feedback and behaviors are reflected consistently across experiences.
• Enable downstream systems to act on realtime client signals to improve relevance confidence and delight.

Translate Personalization into Real Client Value

• Partner closely with Data Science and Engineering to turn personalization capabilities into intuitive product experiences.
• Enable downstream algorithmic systems to act on real-time client signals for improved personalization accuracy.
• Balance experimentation with systemization knowing when to explore new ideas and when to operationalize what works.
• Define and track success metrics tied to client engagement conversion retention and longterm trust.

Lead Through Influence & Collaboration

• Act as the connective tissue across Product Design Engineering Data Science Merchandising Styling and Creative.
• Communicate complex concepts through simple compelling narratives that rally teams around a shared vision.

Were excited about you because...

• You have 58 years of product management experience including owning complex crossfunctional problem spaces.
• You possess a deep understanding of data analytics and experience collaborating with Data Science and Engineering teams on ML/AI-powered systems or recommendation platforms
• You have experience building from scratch: defining new product areas laying foundations and helping shape teams.
• You bring strong product judgment knowing when to push bold bets and when to focus on reliability and scale.
• You are an excellent communicator who can align diverse stakeholders around a clear vision.
• You are skilled in prioritization and stakeholder management comfortable navigating differing opinions setting expectations and ensuring alignment across teams.
• You have a track record of driving meaningful business and customer outcomes (e.g. engagement conversion retention).
• Youre comfortable navigating ambiguity prioritizing effectively and making thoughtful tradeoffs.
• Bonus: experience in ecommerce fashion or marketplace products; earlystage product development; or working alongside applied AI teams.
• Youre energized by Stitch Fixs mission to help people look and feel their best through personalized discovery.

Why youll love working at Stitch Fix...

• We are a group of bright kind people who are motivated by challenge. We value integrity innovation and trust. Youll bring these characteristics to life in everything you do at Stitch Fix.
• We cultivate a community of diverse perspectives all voices are heard and valued.
• We are an innovative company and leverage our strengths in fashion and tech to disrupt the future of retail.
• We win as a team commit to our work and celebrate grit together because we value strong relationships.
• We boldly create the future while keeping equity and sustainability at the center of all that we do.
• We are the owners of our work and are energized by solving problems through a growth mindset lens. We think broadly and creatively through every situation to create meaningful impact.
• We offer comprehensive compensation packages and inclusive health and wellness benefits.