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Professional experience working with BigQuery and data orchestration tools (such as Airflow or Dagster)
Experience successfully building analytics engineering capabilities in one of these environments: Low-maturity/Greenfield, Hypergrowth/Scale-up, or Established Enterprise
Experience implementing dbt (Data Build Tool) features or practices in a production environment (e.g., writing custom Jinja macros, configuring dbt tests, managing deployments via CI/CD, building documentation sites, utilizing dbt snapshots)