Director, Data & AI Platform Engineering

About Stitch Fix, Inc.

Stitch Fix (NASDAQ: SFIX) is the leading online personal styling service that helps people discover the styles they will love that fit perfectly so they always look - and feel - their best. Few things are more personal than getting dressed, but finding clothing that fits and looks great can be a challenge. Stitch Fix solves that problem. By pairing expert stylists with best-in-class AI and recommendation algorithms, the company leverages its assortment of exclusive and national brands to meet each client's individual tastes and needs, making it convenient for clients to express their personal style without having to spend hours in stores or sifting through endless choices online. Stitch Fix, which was founded in 2011, is headquartered in San Francisco.

About the Role

We’re hiring a Director of Data & AI Platform Engineering to lead the organization that designs and operates Stitch Fix’s core data, machine learning, and generative AI platforms. You will set the vision and drive the technical direction for the systems that make AI-powered, data-driven experiences possible across the company - enabling richer personalization, better decision-making, intelligent automation and, and enterprise-wide innovation.

You will help evolve our technical foundation to support next-gen AI use cases - unified signals, dynamic and context-aware models, semantic understanding, retrieval-based intelligence, and evolved ML workflows.

This is a highly visible role that will partner closely with both technology and business teams to accelerate innovation and power the next chapter of Stitch Fix’s AI-enabled experiences.

You're excited about this opportunity because you will…

• Lead the strategy and execution for Stitch Fix’s next-gen Data, ML, and GenAI platforms - building a unified, secure and scalable architecture for semantic search, retrieval-based intelligence, multi-model orchestration, and agent automation, while operationalizing GenAI through safe, performant, and production-ready systems that power real-world client and employee experiences.

• Drive modernization of data and ML foundations to support unified signals, adaptive models, experimentation velocity, and scalable AI/ML workloads.

• Provide foundational APIs, SDKs, frameworks, and self-service tools that make it easy for data scientists, ML engineers, analysts, and application teams to build and deploy AI solutions quickly, safely, and at scale.

• Partner with Data Science, Engineering, and Product teams to translate Data/ML/GenAI platform capabilities into production-grade features and intelligent experiences that deliver measurable business value.

• Drive responsible, enterprise-wide AI and data adoption by creating reusable templates, documentation, and enablement programs, and by partnering closely with technology and business teams to identify and prioritize high-impact opportunities for personalization, automation, and intelligence.

• Establish strong governance practices including data contracts, lineage, metric definitions, access policies, and responsible AI guardrails - for trust, safety, and compliance.

• Ensure operational excellence through platform reliability, performance, observability, cost efficiency, and simplification of legacy systems.

• Lead and develop high-performing engineering teams fostering a culture of clarity, excellence, and trust.

• Balance speed of innovation with platform stability, ensuring engineering efforts are tightly aligned to business priorities and long-term client value.

We’re excited about you because you have…

• Experience:

• 10+ years in software, data, ML, or platform engineering; 5+ years leading engineering managers or multi-team platform groups.

• Demonstrated success owning large-scale data platforms, ML platforms, or AI/GenAI platforms in cloud environments.

• Experience driving platform modernization, unification, and multi-year architectural transformation.

• Technical Expertise:

• Strong software engineering foundation, with experience designing and building large-scale distributed systems and resilient, high-quality APIs and services using modern programming languages and cloud-native architectures.

• Strong track record operating and evolving modern data infrastructure, including distributed compute and storage technologies (Spark, Trino, Iceberg), real-time processing frameworks (Kafka/Flink), metadata / catalog systems, and Kubernetes-based orchestration.

• Deep expertise across the ML lifecycle - feature engineering, training pipelines, model deployment and serving, monitoring, validation, fine-tuning, and MLOps best practices.

• Proven capability in building self-service platform abstractions and tooling that enable teams to develop, experiment, and deploy data and ML products efficiently.

• Experience with modern GenAI architectures - semantic retrieval, knowledge-grounded indexing, LLM orchestration, agent workflows, and evaluation frameworks.

• Familiarity with modern ML frameworks like PyTorch and Ray is a plus.

• Leadership Skills:

• Strategic thinker able to align platform investments with business priorities and emerging AI opportunities.

• Strong people leader with a track record of building inclusive, high-performing engineering teams.

• Excellent communicator who can influence both technical and business stakeholders at all levels.

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
$170,300—$284,000 USD

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To all candidates: your personal information and online safety are top of mind for us. At Stitch Fix, recruiters only direct candidates to apply through our official career pages at https://www.stitchfix.com/careers/jobs or https://web.fountain.com/c/stitch-fix.

Recruiters will never request payments, ask for financial account information or sensitive information like social security numbers. If you are unsure if a message is from Stitch Fix, please email [email protected].

You can read more about Recruiting Scam Awareness on our FAQ page here: https://support.stitchfix.com/hc/en-us/articles/1500007169402-Recruiting-Scam-Awareness