Experience with database administration and optimization such as RDS, DynamoDB, or MongoDB, serverless architecture such as Lambda or API Gateway, and leading technical initiatives in large-scale environments. 5+ years of experience with AWS services and cloud-native architecture patterns such as ECS, Lambda, SQS, SNS, SageMaker, RDS, DynamoDB, IAM policies, security groups, and network security.