Stitch Fix

Full-Stack Data Scientist, Styling Algorithms

Stitch Fix

full-time

Posted on:

Location Type: Remote

Location: United States

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Salary

💰 $123,000 - $205,000 per year

Tech Stack

About the role

  • You will be a primary technical owner of our human-in-the-loop augmented recommendations.
  • Work in a team that embraces both LLMs and traditional ML.
  • Manage experiments to test new features, including communication of results to stakeholders and leadership.
  • Solve problems related to recommendation ranking, hyperparameter optimization, and assortment generation.
  • Leverage a decade's worth of rich and unique data about clients, merchandise, and their interactions.
  • Work with product, product design, and engineering teams to create roadmaps for developing new client products, user features, and infrastructure.

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
  • Understand the nuances of A/B testing and can balance algorithmic metrics with business metrics
  • Fluent in SQL and have experience handling large-scale datasets
  • Proficient 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 peers
  • Inspired to take on new challenges and do not shy away from failure.
Benefits
  • Medical benefits
  • Dental benefits
  • Vision benefits
  • Annual bonus
  • Restricted stock units
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
Data ScienceRecommendation SystemsSearchA/B testingSQLlarge-scale datasetsPythonhyperparameter optimizationassortment generation
Soft Skills
communication skillsteam playerproblem-solvingadaptabilitycollaboration