Principal Enterprise Data Architect

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

Data & Business Systems is at the core of the Stitch Fix ecosystem, enabling our partners to operate with a data-driven precision and innovate with a client-driven  purpose. We ingest, transform, store, build, analyze, and surface the foundations that enable our partners to turn information into insight and idea into product. 
As our Enterprise Data Architect, you will be a leader in shaping this foundation, specifically by architecting the enterprise conceptual data layer that will be critical for unlocking the full potential of our data for the business and the advanced AI/ML applications we are building. You will be a strategic bridge between the diverse teams within Data & Business Systems and a wide range of stakeholders - product managers, data scientists, merchandisers, operations managers, frontend engineers, platform engineers, financial analysts, and business leaders. You will drive alignment for our enterprise data architecture with these partners and continue pushing it forward. 

This role is on a high-visibility team and offers a unique opportunity to architect the very fabric of our data intelligence, driving impactful projects from day one. This role reports to the Director of Data & Analytics within the Data & Business Systems organization. 

You're excited about this opportunity because you will…

• Develop roadmaps for and guide strategic decisioning for highly visible data platforms and systems.
• Collaborate with a wide variety of business partners and be a key representative of the Data & Business Systems organization.
• Be a strategic voice in the evaluation and adoption of new technology within the core data tech stack.
• Author processes and policies for effective data use and stewardship across Stitch Fix.
• Build a culture of technical collaboration and scalable, resilient systems.
• Work with bright and kind colleagues who are passionate about their craft.
• Design and develop the enterprise-wide conceptual data model for our fashion/retail domain, encompassing key entities including products, customers, orders, inventory
• Have agency to architect and develop our enterprise semantic layer and underlying ontologies, laying the foundation for enhanced data understanding and AI-driven applications.
• Define data models and data pipelines that are optimized for AI/ML use cases, ensuring data quality, feature engineering capabilities, and efficient model training and deployment 

We’re excited about you because…

• You have 8+ years of experience in data discipline, with a focus on data architecture and data modeling
• You have a degree in an engineering or computer science field, or related discipline.
• You have experience working in the e-commerce or retail industry.
• You possess deep expertise in the design of data architecture, development of data models, data pipelines, and semantic or business data layers, with a strong understanding of how they can be enabled for advanced analytics and AI/ML
• You are proficient in Python and SQL.
• You have exceptional communication and relationship-building skills with the ability to convey complex technical concepts to a diverse audience and drive alignment across groups.
• You have familiarity with end-to-end data technologies including ingestion, transformation, storage, orchestration, analysis, data catalogs, data quality, and metadata management.  (Examples: Fivetran, Spark, dbt, Looker, Airflow, Datahub).
• You have experience developing roadmaps and strategically planning large, enterprise-wide initiatives.
• You possess excellent problem-solving skills and the ability to thrive in a collaborative environment.
• You have experience working autonomously and taking ownership of projects.
• You possess strong experience building out scalable, distributed, and production systems in enterprise environments.
• You have a desire to question the status quo an