4 of 4 High Availability Jobs in Oxford

Strategy and Operational Maturity Partner with senior leadership to define and execute the roadmap for SRE and operational improvements. Drive improvements in reliability, availability, scalability, deployment confidence, and production readiness. Drive operational efficiency and cost optimization practices across cloud platforms, balancing reliability, performance, and responsible cloud spend. Help establish … actions to reduce repeat incidents. Improve observability, alerting, monitoring, and operational visibility across services and platforms. Support capacity planning and operational readiness for scalable, high-availability systems. Security, Compliance, and Governance Partner with security, AppSec, compliance, and engineering teams to ensure operational practices support secure and reliable service ...

service guardrails that accelerate experimentation and turn ideas into results - faster, at scale, and with confidence. Your Responsibilities: Build,operate, and continuously optimise our high-performance GPU training and inference clusters, focusing on robust, high-availability scheduling, isolation, and automated lifecycle management. Drive systems design and implementation … high-throughput data paths, optimising I/O, caching, and data locality across compute and storage (including our current Lustre implementation). Proactively benchmark, profile, and resolve performance bottlenecks across the compute, network, and orchestration layers to maximise efficiency for distributed training and inference. Establish comprehensive observability, resilience ...

modules)that power scientific applications and products. Bridge diverse components, integrating ML inference servers, hardware interfaces, and data pipelines into cohesive systems, while ensuring high availability and low latency. Own the full production path—from architectural design and coding to automated testing, benchmarking, deployment, and observability. Collaborate effectively …/resource managers (e.g., Slurm, Volcano, Kueue). Demonstratedexpertisewith specialised serving engines (e.g.,vLLM,SGLang) or techniques for deploying models in resource-constrained or high-throughput environments. Familiarity withGitOpsand CI/CD (e.g.,ArgoCD,GitHubActions). Experience managing and deploying production systems across diverse environments, including cloud, on-premises ...

ensure a smooth transition to yournew environment. Key Outcomes : Maintain and improve the reliability, performance and scalability of our ELK analytics cluster, ensuring high availability and reliable data pipelines. Enable teams across the organisation to access, understand and make effective use of our analytics data. Produce useful insights ...