
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
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