2+ years experience writing infrastructure as code using one or more of the major tools such as Terraform, CloudFormation, or SAM, Ansible 2+ years experience with key AWS services such as Lambda, API Gateway, S3, RDS, DynamoDB, CloudWatch, SNS, SQS, and Eventbridge   Preferred Skills:  Design and implement automated monitoring capabilities to generate dashboards with trends, useful messages, and immediate notifications, and provide real-time metrics using Splunk or similar services