Model Context Protocol (MCP) integrations using frameworks such as Google ADK and Anthropic SDKs. Required Qualifications, Capabilities, and Skills: Formal training or certification on software engineering concepts. Hands‐on experience with at least one major cloud provider (AWS, Azure, or GCP). Advanced knowledge of containerization and orchestration platforms … etc.). Strong knowledge of cloud security best practices, shift‐left methodologies, and DevSecOps processes. Programming skills in Golang or Python, with understanding of software development best practices. Proficiency with cloud infrastructure provisioning tools (Terraform, KRO, Crossplane, etc.). Experience with logging and monitoring tools (Splunk, Grafana, Datadog, Prometheus ...