Data Scientist

Develop sophisticated statistical models, experiments, and causal inference approaches that uncover the drivers of client and business outcomes and inform high-impact decisions.

Build scalable analytical capabilities—including semantic layers, entity models, and repeatable workflows—that connect fragmented data and enable analytics, predictive modeling, AI applications, and self-service decision-making.

Own complex, ambiguous analytical initiatives from problem definition through execution, measurement, and communication, translating findings into clear recommendations and executive-ready narratives.

Partner with Client Experience, Strategy, Marketing, Styling, Engineering, and other cross-functional teams to define success metrics, understand client journeys and behaviors, and identify opportunities to improve products and experiences.

Advance the team’s technical capabilities by mentoring other Data Scientists and leveraging LLMs, AI agents, and emerging tools to accelerate analysis, improve workflows, and raise the bar for experimentation, modeling, and technical excellence.

This is what you’ll need to succeed in this role from day 1:

You have 3+ years of experience in Data Science or a related analytical role , with experience applying advanced analytical methods to complex business problems; experience in e-commerce, retail, or a similarly data-rich environment is a plus.

You have a strong foundation in experimentation, causal inference, statistical modeling, and product analytics , including defining success metrics, analyzing user behavior, and connecting analytical results to measurable business outcomes.

You have experience working with complex, interconnected datasets and building scalable data structures or analytical capabilities; experience with graph databases, semantic layers, entity modeling, or multimodal data is strongly valued.

You are proficient in Python or R and SQL and are comfortable developing analytical solutions in collaborative, production-oriented environments. You also know how to effectively leverage LLMs and AI agents to accelerate problem-solving, analysis, documentation, and day-to-day workflows.

You are a strong communicator and independent problem solver who can bring structure to ambiguity, own initiatives from concept through delivery, translate complex technical concepts for business and executive audiences, and help raise the technical bar for those around you.

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.

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