influencing stakeholders to prioritise security in decision‐making. Shape Cloud‐Native Architecture: Design scalable, resilient architectures on AWS using approaches like microservices, serverless, containerisation and GPU‐based model hosting, using Infrastructure as Code for cost‐effective, repeatable deployments. Drive Observability: Implement robust observability covering system performance, reliability and the quality … quality against expert judgement, and running models in private or self‐hosted cloud environments. You'll also bring proficiency in areas like microservices, serverless, containerisation, and building web applications, with experience in observability, security standards, Infrastructure as Code, and CI/CD practices. We value transferable skills over specific tool ...