2 of 2 AWS Jobs in Hatfield

Platform engineering ways of working with associated tools (CI/CD, git, automation etc.) Working level understanding of Cloud/Cloud Native Observability technologies (AWS CloudWatch, Azure Monitor, eBPF, Prometheus etc.) Good understanding of networking principles related to Observability protocols (Syslog, SNMP, OTLP etc.) Experience integrating Observability platforms with ITSM ...

Monitor model performance, data drift, and system health to ensure reliability and availability. Support ML platforms and infrastructure on-premise or in the cloud (AWS, SageMaker), ensuring scalability and security. Collaborate with data scientists to productionise models and embed ML Ops best practices across the organisation. Ensure governance, compliance, documentation … monitoring, and model maintenance. Hands-on experience with Python (and ML frameworks), containerisation (Docker/Kubernetes), CI/CD pipelines, and cloud ML services (AWS SageMaker preferred). Experience with infrastructure-as-code, production-grade Linux environments, and API services (Flask/Gunicorn). Proficiency in building automated, reliable ...