Bachelor’s degree in Computer Science, Data Engineering, or a related technical field (or equivalent experience) 5-7+ Strong experience in Python and data management tools Familiarity with at least one distributed processing framework Experience with data validation, schema enforcement, and QA tooling Understanding of basic statistics and data profiling