Working knowledge of cloud data platform technologies - including NoSQL and document databases (e.g., DynamoDB, MongoDB/DocumentDB), event streaming (e.g., Kafka/MSK, Kinesis), and emerging AI/GenAI services (e.g., Amazon Q, Bedrock) - with the ability to integrate them into secure, scalable platform solutions. Strong hands-on proficiency with infrastructure as code (Terraform, CloudFormation/SAM, AWS CDK) and modern automation/scripting languages (Python, TypeScript/Node.js, Bash, SQL), with proven experience designing and operating CI/CD pipelines.