Solid understanding of writing test cases to ensure data quality, reliability, and high level of confidence Track record of advancing new technologies to improve data quality and reliability Continuously improve quality, efficiency, and scalability of data pipelines Knowledge of working with queriesapplications, including performance tuning, utilizing indexes, and materialized views to improve query performance Identify necessary business rules for extracting data along with functional or technical risks related to data sources (e