Essential Skills Experience in Big Data testing and data validation. Strong knowledge of GCP BigQuery. Expertise in ETL testing, database testing, data migration, and report validation. Advanced SQL skills with ability to handle complex queries. Ability to design and execute test cases in a Big Data environment. Experience working in Agile methodologies.