) Expertise with AWS cloud services: EC2, EMR, RDS, Redshift Expertise in Python, message queuing, or stream processing Hands-on experience with implementation and support of commercial data integration software (Informatica, IBM DataStage, Talend, Microsoft SSIS, etc