Senior Analytics Engineer 

From Instructure’s posting

- Design, build, and maintain dimensional models in dbt and Snowflake that support reporting and analysis across Finance, Operations, Product Management, and other business functions. - Translate business questions into clear data requirements by working directly with senior leaders across the company. - Own the full model lifecycle: source ingestion patterns, staging, intermediate and mart layers, tests, documentation, and deployment. - Set and enforce modeling standards, including naming conventions, grain definitions, slowly changing dimension handling, and testing practices. - Tune Snowflake performance and cost through smart materialization choices, clustering, and warehouse sizing.