3 of 3 Auto-Scaling Jobs in London

change management—with clear guardrails, auditability, and human-in-the-loop controls. Supporting AI/ML workloads at scale: SageMaker endpoints, GPU node groups, autoscaling, and Kubernetes-based model serving. Policy-as-code (OPA) and compliance implementation across CIS, NIST, ISO 27001, with automated remediation integrated via CSPM tools (e.g. ...

processing and data pipelines. Establish workload-placement guidance, including when Serverless is not economical for predictable, heavy or continuously running workloads. Implement compute policies, autoscaling, quotas, budget controls and operational guardrails. Measure cost and performance outcomes, identify idle or oversized compute, and recommend optimisation actions. 2. FinOps and Enterprise Platform ...

guidance, identifying scenarios where Serverless may not be the most cost-effective solution for predictable, long-running or continuously utilised workloads. Implement compute policies, autoscaling configurations, quotas, budget controls and operational guardrails. Monitor performance and cost, identifying oversized, underutilised or idle resources and recommending optimisation opportunities. FinOps and Enterprise Platform ...