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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Full-Stack Data Scientist - Growth Algorithms - **Company:** Stitch Fix, Inc. - **Location:** United States (Remote available) - **Experience:** Expert - **Salary:** $62,400.0 - $87,360.0 - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Cyber Security, Python (Programming Language), Machine Learning, Recommender Systems, Generative AI, Information Technology - **Published:** September 5, 2026 - **Apply:** https://www.builtincolorado.com/job/senior-full-stack-data-scientist-growth-algorithms/11022790?handler=ApplyRedirect ## About the Role * 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. ## Description 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 ## Related Videos - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [Your imaginations is (no longer) the limit: how Generative AI empowers people to be creative](https://www.wearedevelopers.com/videos/741-your-imaginations-is-no-longer-the-limit-how-generative-ai-empowers-people-to-be-creative) - [Thinking Differently - How to Make Money from Cyber Attacks & Cheats](https://www.wearedevelopers.com/videos/745-thinking-differently-how-to-make-money-from-cyber-attacks-cheats) - [Introduction to Azure Machine Learning](https://www.wearedevelopers.com/videos/368-introduction-to-azure-machine-learning) - [How We Built a Machine Learning-Based Recommendation System (And Survived to Tell the Tale)](https://www.wearedevelopers.com/videos/752-how-we-built-a-machine-learning-based-recommendation-system-and-survived-to-tell-the-tale) - [The shadows that follow the AI generative models](https://www.wearedevelopers.com/videos/624-the-shadows-that-follow-the-ai-generative-models) ## Related Articles - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Dev Digest 120 - Apple and peers](https://www.wearedevelopers.com/magazine/455-dev-digest-120-apple-and-peers) - [The Biggest German Tech Companies](https://www.wearedevelopers.com/magazine/424-the-biggest-german-tech-companies) - [The Fastest-Growing Tech Sectors to Look Out for in 2025](https://www.wearedevelopers.com/magazine/373-the-fastest-growing-tech-sectors-to-look-out-for-in-2025) - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [Dev Digest 122 - Cracks in the polyfill](https://www.wearedevelopers.com/magazine/457-dev-digest-122-cracks-in-the-polyfill)