Proficiency in AWS services such as Amazon MSK (Managed Streaming for Kafka) , Amazon Kinesis , AWS Lambda , Amazon S3 , Amazon EC2 , Amazon RDS , Amazon VPC , and AWS IAM . Work closely with Data Engineers , Data Scientists , and DevOps teams to ensure smooth integration of data systems and services.