Data-AWS, Pyspark, Advanced SQL, AWS Glue, Redshift, S3Amazon S3 (Data Lake) • AWS Glue (ETL) • AWS Lambda • Amazon Redshift • AWS Step Functions • AWS IAM & CloudWatch • IBM Netezza
Good-to-Have • AWS Certifications (Solutions Architect / Data Analytics) • Experience with Airflow (or Managed Workflows for Apache Airflow - MWAA) • Exposure to Snowflake, Databricks, or Delta Lake