Senior Full-Stack Data Scientist - Growth Algorithms

Stitch Fix
United States
Workplace: RemoteFull timeUSD 180,000 - 205,000 annuallyFunction: Data Science & Machine LearningExperience: 5+ yearsEducation: bachelorsSkills: ["Communication","Solution-oriented mindset","Sense of ownership","Teamwork","Growth mindset"]

Build and deploy growth algorithms that power personalized client experiences, using both LLMs and traditional machine learning. Design and communicate A/B tests and experiments, including Next Best Action and marketing optimization across CRM and paid media. Leverage large-scale client and merchandise data, partner with product/design/engineering to shape roadmaps, and help architect moderate-complexity production systems in Python.

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Stitch Fix
Stitch Fix
1 day ago

Senior Full-Stack Data Scientist - Growth Algorithms

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Source: Company careers pageValidated by: Fursa AI
Last checked: 17 hours agoStatus: Live

Job Summary

Build and deploy growth algorithms that power personalized client experiences, using both LLMs and traditional machine learning. Design and communicate A/B tests and experiments, including Next Best Action and marketing optimization across CRM and paid media. Leverage large-scale client and merchandise data, partner with product/design/engineering to shape roadmaps, and help architect moderate-complexity production systems in Python.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Work in a team using both LLMs and traditional ML to solve growth problems.
  • •Design experiments to test new features, including communicating results and recommendations to stakeholders and leadership.
  • •Optimize client journeys using Next Best Action modeling and marketing optimization across CRM and paid media.
  • •Leverage rich client, merchandise, and interaction data to drive algorithm improvements.
  • •Partner with product, design, and engineering to create roadmaps for new client products, user features, and infrastructure.

Pay and Benefits

Salary: USD 180,000 - 205,000 annually
Equity and Bonus:Equity
Perks:Health InsuranceDentalVision

Key Requirements

  • •Bachelor’s degree in a quantitative field (Computer Science, Statistics, Physics, Mathematics, or related); Master’s or PhD preferred.
  • •5+ years designing and deploying machine learning algorithms, ideally for retail personalization (recommendation systems or search).
  • •Architect technical solutions of moderate complexity and write production-grade applications, ideally in Python.
  • •Manage and analyze large-scale distributed datasets, accounting for biases and lurking variables.
  • •Design and interpret online A/B testing and experimentation frameworks using performance metrics.
Experience:5+ yearsRetail personalizationRecommendation systemsSearchLarge-scale datasetsA/B testingMachine learningLLMs
Education:Bachelor's
Skills:CommunicationSolution-oriented mindsetSense of ownershipTeamworkGrowth mindset
Languages:English
Tech Stack:PythonLLMsMachine learningGenerative AINext Best ActionCRMPaid mediaA/B testingDistributed datasets

Company Brief

Stitch Fix
Online personal styling service and apparel retailer that delivers curated clothing and accessories to customers through data-driven styling, algorithmic recommendations, and human stylists.
Industry: Fashion & Apparel
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Francisco, United States
Founded: 2011
WebsiteLinkedIn