Snowflake Architecture & Platform Strategy

Define the overall architecture of Snowflake environments, including account structure, multi-cluster warehouses, data zones, and data sharing strategies.

Develop platform standards and governance policies for databases, schemas, roles, and compute resource allocation.

Lead capacity planning, cost optimization, and usage monitoring initiatives across all Snowflake environments.

Establish security models including role-based access control (RBAC), row-level security (RLS), and column-level security (CLS), ensuring alignment with governance and compliance requirements.

Data Modeling & DBT Framework Design

Guide the implementation of scalable DBT-based data transformation pipelines following modular, testable, and reusable patterns.

Architect dimensional models (star and snowflake schemas) to support enterprise BI, semantic layers, and data products.

Define standards for D...