Snowflake DBT Data Engineer
Location Irvine CA 5 days onsite
Required technical skills for DBTÂ Snowflake role
Develop DBT Projects Build maintain and manage the end to end DBT project ensuring modularity reusability and adherence to established data standards
Advanced SQLÂ Jinja Write complex optimized SQL queries and leverage Jinja templating within DBT models for dynamic transformations and efficient code
Snowflake Data Cloud Architecture Virtual Warehouses Role Based Access Control Time Travel ZeroCopy Clones Objects and SQL Scripting
Data Modeling Implementation Design and implement dimensional data models eg Star Schema in Snowflake to serve business intelligence reporting and data science needs
Materialization Strategy Configure and optimize DBT materialization strategies views tables incremental models Dynamic Tables to balance data freshness query performance and Snowflake compute costs
Automated Testing Embed comprehensive data quality and integrity tests ex schema checks referential integrity directly into DBT models using DBT tests and custom checks
Documentation Lineage Maintain high quality DBT documentation and ensure complete data lineage is tracked and visible for all transformed models
Orchestration CICD Integrate the DBT project with orchestration tools eg Dagster and establish CICD pipelines eg BitBucket for reliable automated deployment of code from development to production environments
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Neha Chaudhary
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