Data Platform Architect at Yum! leading data modeling efforts for analytics and collaborating with technical teams globally.
Responsibilities
Own end-to-end enterprise data modeling for analytics use cases, from concept through logical and physical design, ensuring consistency and scalability across domains.
Lead dimensional modeling efforts using Kimball methodologies (facts, dimensions, conformed dimensions, SCDs, grain definition, surrogate keys, etc.) to support enterprise reporting and analytics.
Partner with business unit architects and engineers to define and standardize shared architecture patterns.
Design, review, and govern enterprise-scale data models to support our business intelligence layer.
Apply medallion architecture principles (bronze/silver/gold) to ensure raw-to-curated data lifecycle mapping, including modeling at the appropriate layer and enforcing design intent across stages.
Explore and evaluate AI capabilities in tooling to determine if it will strengthen the quality of work.
Create and maintain conceptual, logical, and physical models in SQLDBM.
Help define modeling patterns, templates, naming conventions, and reusable standards within SQLDBM. Championing the use of existing features to further standardization is highly desirable.
Mentor teammates and promote consistent adoption of SQLDBM across projects.
Bring and apply best practices for data modeling, transformation design, and BI-ready architecture.
Expand and enhance current standards as our platform and operational maturity evolve.
Establish operational standards that align with our long-term platform vision (model governance, review processes, documentation, and change management).
Map raw data through movement stages/lifecycle, partnering with data engineering to translate source data into standardized, curated structures fit for analytics consumption.
Translate business and analytical requirements into scalable, well-modeled data structures.
Collaborate deeply with stakeholders to gather requirements, define business processes, translate needs into data models, and ensure shared understanding of definitions and outcomes.
Work cross-functionally across silos, aligning with data engineers, BI developers, and platform teams to ensure consistent definitions, governed datasets, and maintainable solutions.
Provide coaching and mentorship that builds a culture of colleague development and mutual investment.
Collaborate on transformation strategy and design to ensure transformations align with dimensional modeling outcomes.
Support patterns that promote reliability, auditability, and clarity from source to curated BI layers.
Ensure data quality and correctness by partnering on testing strategies, reconciliation approaches, and validation rules that confirm models meet business expectations end-to-end.
Participate in defining checks/controls that ensure trusted data for enterprise reporting and analytics.
Requirements
Proven experience delivering dimensional models for enterprise analytics using Snowflake and/or similar cloud data platforms.
Strong Familiarity with Power BI or similar consumption patterns and designing models for BI performance and usability.
Excellent collaboration and communication skills as this role will be gathering requirements, working cross functionally, discussing complex topic with various business units across the globe.
Experience supporting or designing analytics solutions consumed in Power BI (semantic layer considerations, performance patterns, star schema best practices).
Strong Experience designing Semantic Models.
Strong Experience with enterprise modeling tools such as Erwin, ER/Studio, or comparable platforms, with the ability and desire to become an expert in SQLDBM.
Background implementing or influencing data governance, modeling review boards, metadata standards, lineage/documentation practices, or data quality frameworks.
Experience working in complex organizations with multiple domains, systems, and stakeholder groups, successfully driving alignment across teams.
Exposure to modern data engineering practices (CI/CD for data, automated testing, version control, environment promotion patterns).
Nice to Haves
Experience establishing model governance practices (review boards, version control, documentation, naming standards, lineage/metadata).
Familiarity with data transformation patterns and modern data engineering workflows (CI/CD, code reviews, automated testing).
Experience implementing or influencing data quality frameworks, reconciliation strategies, and proactive monitoring.
Background working in global, multi-domain enterprise environments with multiple warehouses/data domains.
Benefits
Employees (and their eligible family members) may enroll in the following types of insurance coverage: medical, dental, vision, legal, and accidental death and dismemberment, as well as FSA/HSA (depending on enrolled medical plan).
Yum! also provides short-term disability, long-term disability, and life insurance.
Employees may enroll in our 401(k) plan.
Yum! provides 4 weeks of vacation, paid sick leave, 10 paid holidays, a floating day off and 2 paid days for volunteer time each calendar year.
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