Person should be strong in Pyspark Should have hands on in MWAA (Airflow) / AWS EMR(Hadoop, Hive) framework Hands on and working knowledge in Python Knowledge in AWS services like EMR , S3, Lamda, Step Function, Aurora RDS. Having good knowldge on RDBMS Any SQL Person should work as Individual contributor Having experience to convert large set of data from RDMBS to No SQL. Having experience to build data lake & configuration on delta tables. Having good experience with computing & cost optimization. Understanding the environment and use case and ready to build holistic frame works.

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