2 of 2 Permanent SBOM Jobs in Bristol

Docker/Kubernetes), model registries, reproducibility. Performance Optimization : GPU acceleration (CUDA/cuDNN), mixed precision, XLA, profiling. Observability : Metrics, tracing, structured logging, dashboards. Security : SBOM, image signing, role-based access, vulnerability scanning. Preferred Qualifications Experience with ONNX Runtime Training, PyTorch, or hybrid ML architectures. Familiarity with distributed training strategies ...

Analytics/Application Insights, plus Datadog/Grafana where appropriate. Embed security by design: Azure Policy, Defender for Cloud, secrets management with Key Vault, SBOM and image scanning, policy-as-code and least privilege IAM. Drive reliability using SRE practices: define SLIs/SLOs, error budgets, capacity planning, chaos testing … of the Microsoft Cloud Adoption Framework, Azure Landing Zones and the Well-Architected Framework. Familiarity with DevSecOps practices: threat modelling, dependency and container scanning, SBOM management, and shift-left security. Comfortable collaborating with software engineers and SREs; able to translate platform capabilities into simple self-service experiences. Excellent communication, documentation ...