Stitch Fix · 2 days ago
Product Manager - Personalized Outfitting & Algorithms
United States
Full-time
Remote
Senior Level
$127K/yr - $212K/yr
5+ years expStitch Fix is the leading online personal styling service that helps people discover styles they will love. As the Product Manager for Personalized Outfitting & Algorithms, you will lead the vision and execution for the outfitting platform, integrating AI capabilities and enhancing client experiences.
ApparelE-CommerceFashionRetail
Responsibilities
Shape a category‑defining 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 cross‑functional teams to turn ambiguity into impact
Set the Product Vision for the Future of Outfitting
Define a bold, client‑centric 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 multi‑year 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 low‑friction 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 real‑time 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 long‑term 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
Qualification
Required
5–8+ years of product management experience, including owning complex, cross‑functional problem spaces
deep understanding of data analytics and experience collaborating with Data Science and Engineering teams on ML/AI-powered systems or recommendation platforms
experience building from scratch: defining new product areas, laying foundations, and helping shape teams
strong product judgment — knowing when to push bold bets and when to focus on reliability and scale
excellent communicator who can align diverse stakeholders around a clear vision
skilled in prioritization and stakeholder management, comfortable navigating differing opinions, setting expectations, and ensuring alignment across teams
track record of driving meaningful business and customer outcomes (e.g., engagement, conversion, retention)
comfortable navigating ambiguity, prioritizing effectively, and making thoughtful tradeoffs
energized by Stitch Fix's mission to help people look and feel their best through personalized discovery
Preferred
experience in ecommerce, fashion, or marketplace products
early‑stage product development
working alongside applied AI teams
Benefits
Medical
Dental
Vision
Annual bonus
Restricted stock units
Company
Stitch Fix
Stitch Fix is a personal styling platform that delivers curated and personalized apparel and accessory items for women.
1001-5000 employees
H1B Sponsorship
Stitch Fix has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (22)
2024 (18)
2023 (17)
2022 (45)
2021 (34)
2020 (30)
Funding
Current Stage
Public CompanyTotal Funding
$54.35MKey Investors
Benchmark
2017-11-17IPO
2017-11-09Series Unknown· $11.85M
2014-06-10Series C· $25M
Leadership Team
Katrina Lake
Founder, CEO --> Executive Chairperson
Matt Baer
Chief Executive Officer
Recent News
Retail Dive
2025-12-24
2025-12-11
Company data provided by crunchbase