typically involves multiple rounds, starting with an online coding/aptitude test, followed by 2-3 technical interviews focusing on SQL, Python, data engineering (ETL, Informatica/DataStage), cloud, and past project experience, culminating in an HR round for fit and salary discussion, with stages varying slightly by role and seniority.