patterns, and cloud‐native application design. Use AWS (and occasionally Azure) services to build secure, resilient, and cost‐efficient solutions. Apply AWS Well‐Architected Framework principles to ensure best‐practice implementation. Support application modernisation initiatives including containerisation, serverless adoption, refactoring, and cloud migration. Guide teams in CI/… Engineer, or equivalent) Kubernetes certifications such as CKA, CKAD, or CKS Terraform certification (Terraform Associate or higher) Enterprise architecture frameworks such as TOGAF or Zachman Red Hat Certified Architect (beneficial but not essential) Security certifications such as CISSP, CCSP, Security+, or AWS Security Specialty Cloud architecture and engineering specialties ...