Full-Stack Data Scientist, Styling Algorithms

Stitch Fix is seeking a Full-Stack Data Scientist to join the Styling Algorithms team, responsible for building recommendation and search engines that power the styling interface. The role involves owning the ranking logic, business logic layers, and deployment of models into production, as well as prototyping and deploying agentic AI workflows to assist stylists in real-time.

Requirements

• 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 with a growth mindset and willingness to take on new challenges

Benefits

• Competitive salary
• Annual bonus
• New hire and ongoing grants of restricted stock units
• Medical, dental, vision, and other benefits
• Equity