3 of 3 Observability Jobs in Wrexham

evolve the fully automated CI and CD pipelines. This includes establishing best practices for fast, reliable, and secure build, test, and deployment processes. Observability: Implement and manage robust systems for monitoring (metrics), logging (centralised log aggregation), and distributed tracing to provide deep insights into application and infrastructure health. What … have: Proven experience developing robust, maintainable, and well-tested automation scripts, services and pipelines to manage infrastructure, deployments, and operational tasks. Operational Tooling and Observability Management: Must have: Experience owning, managing, and maintaining mission-critical operational tooling. Desirable: Proven background in implementing and managing centralised logging solutions or similar platforms ...

versioning, reproducibility, experimentation, feature management and release management Own and improve the production environment for machine learning systems, ensuring strong standards for availability, performance, observability and resilience Define and implement monitoring across model and platform layers, including system health, data quality, drift, latency, throughput and cost efficiency Build or optimise … pipelines, infrastructure-as-code and workflow orchestration Experience with tools such as Airflow or similar platform and orchestration technologies Good understanding of model observability, data quality, feature pipelines, lineage and reproducibility Experience designing scalable infrastructure for ML workloads, including training, batch inference and real-time serving Strong appreciation of reliability ...

services. Manage and prioritize tasks in the cloud infrastructure backlog to address immediate needs and plan long-term improvements. Set up infrastructure monitoring and observability solutions, proactively addressing availability, performance or security issues. Learn the current infrastructure and take ownership of day to day cloud operational tasks and activities. Assess … with software version control and Git. Strong understanding of cloud networking concepts, including VPC, VPC Peering, Subnets, and Load Balancing. Familiarity with monitoring and observability tools for cloud environments, such as Grafana, Prometheus, OpenSearch, and the ELK stack. Strong analytical and problem-solving skills, with a proactive approach to challenges. ...