Stitch Fix · 4 days ago
Full-Stack Data Scientist, Styling Algorithms
United States
Full-time
Remote
Mid Level
$123K/yr - $205K/yr
3+ years expStitch Fix is the leading online personal styling service that helps people discover styles they will love. The Full-Stack Data Scientist will focus on developing recommendation and search engines to assist stylists, directly impacting the business's bottom line and driving innovation in the company.
ApparelE-CommerceFashionRetail
Responsibilities
You will be a primary technical owner of our human-in-the-loop augmented recommendations
You will work in a team that embraces both LLMs and traditional ML
You will manage experiments to test new features, including communication of results to stakeholders and leadership
You will solve problems related to recommendation ranking, hyperparameter optimization, and assortment generation
You can leverage a decade's worth of rich and unique data about our clients, our merchandise, and their interactions
You will work with our product, product design, and engineering teams to create roadmaps for developing new client products, user features, and infrastructure
Qualification
Required
3+ years of real-world experience in leveraging Data Science to develop customer-oriented solutions with a recent focus on Recommendation Systems and Search
Understanding of the nuances of A/B testing and ability to balance algorithmic metrics with business metrics
Fluency in SQL and experience handling large-scale datasets
Proficiency in building and deploying apps using the Python data ecosystem
Degree in a quantitative field such as Computer Science, Statistics, Physics, Mathematics, or a related field
Strong communication skills with business partners
Team player who sees growth and success intertwined with the growth and success of peers
Inspired to take on new challenges and does not shy away from failure
Benefits
Medical
Dental
Vision
Equity
Annual bonus
New hire and ongoing grants of 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