Data Scientist - Recommendation Algorithms
Data Scientist - Recommendation Algorithms
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Job Description
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 bestinclass 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 Team
At Stitch Fix we are at the forefront of innovation creating cuttingedge solutions that blend fashion technology and data science. Our data science team combines machine learning with expert human judgment to generate innovative recommendations and insights that transform the way our clients discover what they love. We believe in a curiositydriven data science culture where members are empowered to deliver impact through endtoend model development. The diversity of the problems that we work on and the datarich environment of our business make it possible even essential to bring the tools of multiple disciplines to bear on our hardest problems.
The Recommendation Algos team leverages personalization algorithms to power the Fix experience which involves a combination of modeling style diversity longterm client behavior and expanding Stitch Fixs total addressable market. In doing so this team builds assortments that delight our clients while at the same time explore a clients stylistic preferences and drive client engagement.
About the Role
In this role you will contribute to building the future of personalized apparel shopping by thoughtfully combining algorithms with product innovation. A key area of focus is the continued improvement of the quality of recommended assortments along various dimensions including seasonality diversity and freshness. A secondary area is the ability to deliver highquality recommendations in real time to engage and delight new clients and therefore expand our total addressable market.
This role has a tremendous and direct impact on the business bottom line and provides a unique opportunity to work crossfunctionally across Strategy Product Merchandising Styling Marketing and Engineering stakeholders.
Youre excited about this opportunity because you will
- Support and execute the strategic vision of recommendation approaches for both algorithmicallygenerated assortments as well as humanintheloop augmented recommendations
- Manage experiments to test new features including any communication of the experiments results to stakeholders and support the eventual launch of the feature
- Solve problems related to recommendation ranking and assortment generation. Modeling tools could include deep learning weighted reranking genAI or any other state of the art technique.
- Productionize models and systems partnering with our data platform team for realtime applications
- Leverage unique data about our clients our merchandise and their interactions to identify and solve client needs
- Work with our product product design and engineering teams to create roadmaps for developing new client products user features data flywheels and infrastructure
Were excited about you because
- You have a solid understanding in modeling and experimentation
- You have led endtoend machine learning and data projects from inception to production and are proficient in deploying apps in Python
- You have a degree in a quantitative field such as Computer Science Statistics Physics or a related field.
- You have strong crossfunctional communication skills that help simplify and move complex problems forward with business partners
- You are a compassionate team player and you see your growth and success entangled with the growth and success of your peers
- You are innovative and inspired to take on new challenges and you do not shy away from potential failure
- You think about ethics in AI the impact of machine learning on society and want to bring that to bear in our work here
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 Benefits
This role will receive a competitive salary benefits and equity. The salary for USbased 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 position is eligible for new hire and ongoing grants of restricted stock units depending on employee and company performance. In addition the position is eligible for medical dental vision and other benefits. Applicants should apply via our internal or external careers site.
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:
Employment Type
Full Time
Key Skills
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