Should be proficient in Apache Spark and PySpark, including Spark SQL, DataFrames, and RDD optimization techniques Solid programming skills in Python; familiarity with languages like Scala Extensive experience with cloud platforms, specifically AWS (e.g., EMR, S3, Lambda) Understanding of DocumentDB, Aurora postgre and distributed computing environments