Qualifications Solid knowledge of structured and semi-structured data formats such as JSON, Parquet, Avro, CSV. Experience in Spark-based transformations using Python, SQL, or Scala. Familiarity with data quality frameworks, data validation techniques, and maintaining data integrity. Experience inte