Product Manager, Outfitting and Evolved Algos at Stitch Fix

About Stitch Fix Inc. Stitch Fix (NASDAQ: SFIX) is the leading online personal styling service that helps people discover the styles they will love that fit perfectly so they always look - and feel - their best. Few things are more personal than getting dressed but finding clothing that fits and looks great can be a challenge. Stitch Fix solves that problem. By pairing expert stylists with best-in-class AI and recommendation algorithms the company leverages its assortment of exclusive and national brands to meet each clients individual tastes and needs making it convenient for clients to express their personal style without having to spend hours in stores or sifting through endless choices online. Stitch Fix which was founded in 2011 is headquartered in San Francisco.About the TeamAt Stitch Fix we believe in transforming the way people find what they love by combining technology data science and the human instincts of a Stylist. The Client Experience Algorithms team plays a crucial role in this mission focusing on driving deeper personalization and understanding of our clients. Our goal is to elicit client style preferences and taste and to learn who they are what they like and dont like and playback what weve understood enabling clients to correct us and help us to refine their personalized shopping experience. This approach allows us to deliver industry-leading styling and shopping experiences grounded in the most advanced machine learning and AI capabilities.About the RoleStitch Fix is transforming how people discover express and evolve their personal style powered by the intersection of human creativity and intelligent algorithms. Outfitting is at the heart of this transformation. As our Product Manager for Outfitting & Evolved 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 with minimal friction.This role sits within the Algorithms Organization working closely with partners across Engineering Data Science Merchandising and Client Experience Product to deliver measurable client and business impact through algorithmic innovation.What Youll Do1. Define and Drive the Outfitting Product StrategyDevelop a bold vision and roadmap for the future of outfitting leveraging Stitch Fixs unique strengths in personalization inventory and style expertise.Evolve our Outfitting Platform to incorporate generative and agentic AI capabilities across Merch Style and Trend creating dynamic client-relevant outfits at scale.Partner with Design Data Science and Engineering to modernize our outfitting platform architecture for speed configurability and creative range.Define success metrics that tie directly to client delight engagement and conversion2. Lead Profile Evolution & Experience IntegrationDesign seamless low-friction ways to update and evolve client preferences reducing manual data capture and ensuring our models stay attuned to each clients style.Partner with Onboarding Vision AI and CRM teams to connect data capture to client experiences ensuring preferences feedback and outfits stay in sync.Enable downstream algorithmic systems to act on real-time client signals for improved personalization accuracy.3. Shape the Evolved Algos Product StrategyDefine the north star vision for how Stitch Fixs next-generation algorithms evolve blending classical ML with generative agentic and trend-aware systems.Translate the companys Evolved Algos Charter into concrete product capabilities and executional priorities.Serve as a bridge between algorithmic innovation and client impact ensuring the work translates into tangible business and user value.4. Collaborate Across the EcosystemPartner closely with Merchandising Creative and Styling to ensure our outfit generation systems reflect brand aesthetic and trend sensibility.Work with AI Platform Engineering and Data Science to deliver scalable infrastructure that powers millions of personalized outfit experiences.Act as the voice of the client and stylist ensuring every algorithmic decision ladders up to better client outcomes.Youre excited about this opportunity because you willDevelop and execute a product strategy that enhances our best-in-class understanding of client fashion taste and styling preferences personalization and the ability to deliver exceptional styling experiences. This includes leveraging cutting-edge Gen AI capabilities to drive improvements in our recommendation systems.Identify and articulate clear strategic problem statements translating complex business challenges into focused opportunities that push the boundaries of personalization and client satisfaction.Collaborate with Data Science Engineering and Design to leverage cutting-edge AI capabilities driving enhancements in our recommendation systems to create experiences where clients discover styles they love fit perfectly and help them always lookand feeltheir best.Lead with influence not just authority fostering a collaborative environment where diverse perspectives come together to solve complex challenges and build exceptional products.Shape the future of AI-driven personalization at Stitch Fix with the opportunity to take on high-visibility projects and grow into a key leadership roleContinuously learn and gather feedback from clients iterating on our style quiz profile updates and integrating these learnings into both the Fix and Freestyle experiences.Improve item recommendations and surfacing ensuring clients receive personalized high-quality recommendations that align with their preferences and style needs.Were excited about you becauseYou have 5-8 years of product management experience with a strong focus on data science machine learning and recommendation systems.You embody our Stitch Fix valuesbright kind and motivated by challengeand approach every problem with curiosity accountability and a desire to learn.You possess a deep understanding of data analytics and experience collaborating with Data Science and Engineering teams on ML/AI-powered systems or recommendation platformsYou have a strong product sense you know when to lean into experimentation and when to systematize.You are an excellent communicator who can rally diverse teams around a shared vision.You have the proven ability to translate complex algorithmic or ML concepts into simple client-centric product narratives.You are a strategic thinker who can synthesize customer needs industry trends and company objectives to create a compelling vision and a long-term strategy for Outfitting and Algorithms.You have repeated success in driving conversion engagement or retention by leading major product initiatives driving cross-functional teams and delivering meaningful customer value.You are skilled in prioritization and stakeholder management comfortable navigating differing opinions setting expectations and ensuring alignment across teams.Bonus points for experience in eCommerce recommendation systems early-stage product development and obsessing over the cutting edge of Generative AI.You have a passion for 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.Compensation and BenefitsThis role will receive a competitive salary benefits and equity. The salary for US-based employees hired into this role will be aligned with the range below which includes our three geographic areas. A variety of factors are considered when determining someones compensationincluding a candidates professional background experience location and performance. This position is eligible for an annual bonus and new hire and ongoing grants of restricted stock units depending on employee and company addition the position is eligible for medical dental vision and other benefits. Applicants should apply via our internal or external careers site.Salary Range$145100$242000 USDThis link leads to the machine readable files that are made available in response to the federal Transparency in Coverage Rule and includes negotiated service rates and out-of-network allowed amounts between health plans and healthcare providers. The machine-readable files are formatted to allow researchers regulators and application developers to more easily access and analyze data.Please review Stitch Fixs US Applicant Privacy Policy and Notice at Collection here: Fraud Alert:To all candidates: your personal information and online safety are top of mind for us. At Stitch Fix recruiters only direct candidates to apply through our official career pages at or will never request payments ask for financial account information or sensitive information like social security numbers. If you are unsure if a message is from Stitch Fix please email .You can read more about Recruiting Scam Awareness on our FAQ page here: Experience:IC Key Skills Time Management,Data Analytics,Analytical,Agile,Requirement Gathering,Strategic thinking,Visio,Communication,Problem Solving,Market Research,UML,Cross Functional Teams Employment Type : Full Time Experience: years Vacancy: 1