Job Description:
- Snowflake CrossCloud Replication | Configure and validate Snowflake replication (DBs, roles, warehouses, shares) across AWS Azure; monitor lag; execute cutover.
- Snowflake SQL & Object Parity Validation | Validate/migrate views, procedures, and tasks; reconcile logic differences; ensure identical behavior across environments.
- Snowflake RBAC & Security Model | Deep expertise in roles, grants, ownership, warehouse access, share permissions, and securing multienvironment deployments.
- dbt Modeling & Testing | Build and maintain dbt models, tests, and macros; manage CI/CD and promotion across Dev/QA/Stg/Prod.
- Snowpipe / Streaming Ingestion | Validate Snowpipe autoingest, streaming ingestion patterns, schema drift handling, and ingestion latency.
- ETL/ELT Pipeline Engineering | Build and optimize Snowflake SQL pipelines using tasks, streams, CDC logic, incremental processing, and performance tuning.
- MultiEnvironment Promotion & Schema Governance | Manage consistent schemas, versioning, and controlled object promotion across all environments.
- Cloud Networking for Data Ingestion | Working knowledge of AWS/Azure networking (S3/ADLS, IAM/KMS, Private Link, storage events) for debugging ingestion/connector issues.
- Monitoring & Troubleshooting | Configure alerts; validate task and pipeline health; monitor ingestion/replication using Account Usage and Information Schema.
- Fivetran Connector Setup | Configure, validate, and maintain Fivetran connectors across environments; ensure data lands correctly in Snowflake.
- Data Quality & Validation | Perform SQLbased reconciliation, rowlevel checks, delta comparisons, and freshness validation across environments.
- Reporting Code Migration | Migrate SQL scripts, dbt models, and stored procedure logic into Azure Snowflake; remove legacy dependencies.
Snowflake Data Sharing / Secure Shares | Configure Secure Shares/Data Exchange; validate providerconsumer flows; enforce RBAC policies.