Full-Stack Data Scientist - Growth Algorithms

Stitch Fix is redefining retail by blending the art of fashion with the science of machine learning. The Client Experience Algorithms organization builds the tools that power personal style, combining best-in-class models with expert human judgment. We foster a culture of ownership where Data Scientists manage the full lifecycle of their work, from research to model deployment. On our Growth Algorithms team, you’ll use multidisciplinary tools to solve complex problems in a data-rich environment, directly influencing Stitch Fix’s client acquisition, retention, and reactivation programs., * You will work in a team that embraces both LLMs and traditional ML.

• You will design experiments to test new features, including communication of results and recommendations to stakeholders and leadership.
• You will help optimize our client journeys through Next Best Action modeling as well as marketing optimization via CRM and paid media.
• You will leverage a decade’s worth of rich and unique data about our clients, our merchandise, and their interactions.
• You will work with our product, design, and engineering partners to create roadmaps for developing new client products, user features, and infrastructure., This link leads to the machine readable files that are made available in response to the federal Transparency in Coverage Rule and includes negotiated service rates and out-of-network allowed amounts between health plans and healthcare providers. The machine-readable files are formatted to allow researchers, regulators, and application developers to more easily access and analyze data.

Please review Stitch Fix’s US Applicant Privacy Policy and Notice at Collection here: https://stitchfix.com/careers/workforce-applicant-privacy-policy

• Bachelor’s Degree in a quantitative field such as Computer Science, Statistics, Physics, Mathematics, or a related field required. Master’s Degree or PhD preferred.
• 5+ years of experience in design and deployment of machine learning algorithms, ideally in retail personalization, such as recommendation systems or search.
• Ability to architect technical solutions of moderate complexity and write production-grade applications, ideally in Python.
• Experience with management and analysis of large-scale, distributed datasets, accounting for biases and lurking variables in analytical interpretation.
• Applied knowledge of AI-assisted coding best practices and development of agentic product solutions.
• Experience with design and interpretation of online A/B testing, experimentation frameworks, and performance metrics.
• Strong communication skills, solution-oriented mindset, and sense of ownership in collaborating with business partners.
• Team player who sees your growth and success intertwined with the growth and success of your peers and cross-functional partners.
• Inspired to take on new challenges and not shy away from failure.

Design, deploy, and manage machine learning models supporting client acquisition, retention, and reactivation. Develop Next Best Action, CRM, paid media, and personalization solutions using LLMs and traditional ML. Design and interpret experiments, analyze large-scale datasets, communicate recommendations to stakeholders, and collaborate with product, design, and engineering teams on product and infrastructure roadmaps. The summary above was generated by AI About Stitch Fix, Inc.

Stitch Fix (NASDAQ: SFIX) Stitch Fix is redefining retail by combining human creativity with advanced data science and Generative AI. As we build the future of personalized shopping, we’re equally committed to building yours. We believe in investing in our team as much as our technology. Join us to be a trendsetter in the industry and help us redefine what’s possible for our clients, while we help you reach your full potential., Why you’ll love working at Stitch Fix…

• We are a group of bright, kind people who are motivated by challenge. We value integrity, innovation and trust. You’ll bring these characteristics to life in everything you do at Stitch Fix.
• We cultivate a community of diverse perspectives- all voices are heard and valued.
• We are an innovative company and leverage our strengths in fashion and tech to disrupt the future of retail.
• We win as a team, commit to our work, and celebrate grit together because we value strong relationships.
• We boldly create the future while keeping equity and sustainability at the center of all that we do.
• We are the owners of our work and are energized by solving problems through a growth mindset lens. We think broadly and creatively through every situation to create meaningful impact.
• We offer comprehensive compensation packages and inclusive health and wellness benefits.

Compensation and Benefits This role will receive a competitive salary, benefits, and equity. The salary for US-based employees hired into this role will be aligned with the range below, which includes our three geographic areas. A variety of factors are considered when determining someone’s compensation-including a candidate’s professional background, experience, location, and performance. This position is eligible for an annual bonus, and new hire and ongoing grants of restricted stock units, depending on employee and company performance. In addition, the position is eligible for medical, dental, vision, and other benefits. Applicants should apply via our internal or external careers site. Salary Range $180,000-$205,000 USD, Remote California, USA 131K-177K Annually Senior level 131K-177K Annually Senior level Aerospace * Information Technology * Software * Cybersecurity * Design * Defense * Manufacturing Lead quality engineering for illumination products: perform internal and AS9100/customer audits, drive corrective/preventive actions, analyze nonconformance trends, develop quality metrics and certification plans, and ensure design and production readiness and compliance. Top Skills: As9100Faa Part 145Non-Conformance (Ncr) ProcessesQmsRoot Cause Analysis (Rcca) Boeing

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