Design, set up, and manage end-to-end Snowflake data platform, including accounts, databases, schemas, warehouses, roles, and access controls. Implement and administer Snowflake Horizon (governance framework) for data security, lineage, classification, and compliance. Build and maintain enterprise data marketplace/data sharing capabilities using Snowflake Secure Data Sharing and Marketplace features. Establish and manage dbt framework (Core/Cloud), including project structure, environments, CI/CD pipelines, and deployment standards. Develop and enforce data modeling standards (staging, curated, semantic layers) using dbt best practices. Enable data governance, cataloging, and discoverability across the platform. Design scalable, cost-optimized architecture in Snowflake (auto-scaling, clustering, resource monitors). Integrate Snowflake and dbt with data ingestion and orchestration tools (e.g., Airflow, ADF, Fivetran). Implement data quality, testing, and observability frameworks using dbt tests and monitoring tools. Build and maintain CI/CD pipelines and DevOps processes for platform components (Snowflake dbt). Define and manage security models (RBAC, masking policies, row-level security). Support self-service analytics enablement for business teams via governed datasets. Provide platform-level support, optimization, and troubleshooting. Stay current with Snowflake ecosystem features (Horizon, Snowpark, Marketplace) and drive adoption.
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