2+ years experience building end-to-end ETL/ELT data pipelines Experience with object-oriented and functional scripting languages (Python) Experience with query authoring (SQL) and relational databases Experience with data modeling techniques for data warehousing Experience with data platforms (Snowflake/Redshift/BigQuery)