Required Skills & Experience - 3-4 years of experience in data testing or ETL testing roles - Solid SQL querying skills - Experience validating data pipelines and transformations - Basic familiarity with Python-based data pipelines (reading logs, outputs) - Understanding of ETL/ELT concepts and data reconciliation techniques - Experience working in Agile or wave-based delivery models