The ideal candidate will have strong hands-on experience with AWS, Infrastructure as Code, Kubernetes, automation, CI/CD, PostgreSQL/Aurora, Linux, security, and observability, along with an interest in supporting modern AI/LLM platforms, AI agents, and Model Context Protocol (MCP) services. Preferred Certifications One or more relevant industry certifications would be an asset, including: AWS certifications Certified Kubernetes Administrator (CKA) or related Kubernetes certification Docker/container certifications Cloud security certifications.