19 of 19 Observability Jobs in Scotland

expertise in Go and/or Python Kubernetes platform engineering experience, including CRDs and API extensions. Strong knowledge of Kubernetes internals, multi-tenancy and observability Proven experience with CI/CD, automation, infrastructure as code and deployment pipelines. Strong understanding of SDLC, Agile delivery, resiliency and security Practical ...

expertise in Go and/or Python Kubernetes platform engineering experience, including CRDs and API extensions. Strong knowledge of Kubernetes internals, multi-tenancy and observability Proven experience with CI/CD, automation, infrastructure as code and deployment pipelines. Strong understanding of SDLC, Agile delivery, resiliency and security Practical ...

also be useful. We're particularly interested in people who have worked with modern data platforms and understand the principles of ELT, automation, testing, observability, data quality and infrastructure-as-code . What You'll Bring A strong understanding of modern data engineering practices A genuine interest in building well ...

OpenShift , RabbitMQ , PostgreSQL , Jenkins and GitLab CI/CD. Proven experience designing APIs, event-driven architectures and cloud-native applications. Strong understanding of DevOps, observability tools, Grafana/Kibana and software quality practices. Experience modernising legacy systems and delivering software within Agile environments. Excellent communication, collaboration and problem-solving skills. ...

Agile development experience Excellent communication and technical leadership skills A genuine passion for mentoring and improving engineering teams Experience with Kubernetes, Docker, observability tools, .NET/C#, AI-assisted development tools or real-time software platforms would be highly beneficial. What's on Offer Salary ...

Bedrock, Azure AI Foundry, or self-hosted GPU/CPU infrastructure with tools like vLLM and Ollama. Design and implement evaluation, monitoring, and observability frameworks to track AI system performance in real time. Translate high-level client requirements into detailed technical roadmaps and actionable engineering tasks. Proactively identify and manage ...

incident practices within a CI/CD, DevOps, or SRE environment. Practical familiarity with DORA metrics, with SLIs, SLOs, and error budgets, and with observability concepts and tooling. Experience building or centralising IT vendor and supplier management, including contracts, SLAs, performance reviews, and supplier risk. Experience standing up, or significantly ...

maintain OPA/Rego policies for gateway-layer authorisation. Manage multi-cluster Kubernetes deployments using Helm, ArgoCD and GitOps . Build and extend observability capabilities using OpenTelemetry, Dynatrace and Splunk . Automate CDN/WAF configuration and security controls. Work with PostgreSQL and Kafka-based platform services. Support production incidents ...

from legacy ingress infrastructure Participate in incident response, runbook development, and production readiness reviews Champion software engineering best practices - code review, testing, documentation, and observability-first design ...

operating and improving cloud-based platforms and services used across DBT and wider government. Working across Python development, cloud infrastructure, CI/CD pipelines, observability and automation, you'll help improve reliability, developer experience and service performance while supporting critical business services used by thousands of users. As a Senior … code approaches. Support teams to adopt Site Reliability Engineering practices, including Service Level Indicators (SLIs), Service Level Objectives (SLOs) and error budgets. Contribute to observability across services, helping teams better understand performance, reliability and user impact. Develop and improve CI/CD pipelines to enable safe, frequent and low-risk ...

changes while improving resilience and reducing risk. Working within a highly skilled engineering team, you'll help strengthen pre- and post-change validation, enhance observability, and support the continuous improvement of automation capabilities. Technology Stack Linux/UNIX Python Ansible Apache Airflow Prometheus Grafana Loki VMware F5 What ...

changes while improving resilience and reducing risk. Working within a highly skilled engineering team, you'll help strengthen pre and post-change validation, enhance observability, and support the continuous improvement of automation capabilities. Technology Stack Linux/UNIX Python Ansible Apache Airflow Prometheus Grafana Loki VMware F5 What ...

perform reliably at scale. Recent, personal experience architecting and building production AI systems. Expect to discuss retrieval strategy, caching, context economics, serving constraints, evaluation, observability and what went wrong in practice. Strong systems thinking. You can reason through unfamiliar platforms and problems rather than relying on expertise in a single ...

operational excellence by proactively identifying patterns in system failures, operational metrics, and data; designing and implementing systematic improvements to system reliability, performance, and observability Evaluate and lead vendor/technology assessments - leading sessions with external vendors, startups, and internal teams to drive outcomes-oriented evaluation of architectural designs, technical credentials … automation Frameworks on Kubernetes, including authoring reconciliation loops, admission controllers, webhooks, and custom controllers; strong understanding of Kubernetes internals, API machinery, RBAC, multi-tenancy, observability, and operational best practices for production environments. In-depth Google Cloud development experience -architecting, building, deploying, and operating production cloud-native workloads using core ...

diverse engineering community. Design, build and maintain reliable, secure and scalable cloud-based infrastructure using infrastructure-as-code approaches. Enable teams to develop effective observability practices, including monitoring, logging, metrics and alerting that support proactive service management. Work with teams to define and embed Service Level Indicators (SLIs), Service Level … professionals, helping shape platform strategy, improve service reliability and support the delivery of critical digital services across government. The team is actively investing in observability, service-level management, platform automation, developer experience and cloud engineering. You'll join a culture that values collaboration, continuous learning and the freedom to explore ...

. Detail-oriented, organised, and an effective collaborator across technical and commercial teams. Desirable ITIL Foundation certification (or higher). Exposure to monitoring/observability tooling (e.g. SolarWinds, PRTG, Zabbix, Datadog, or similar). Familiarity with compliance/security standards relevant to data centres ...

include: Large-scale Linux operating system upgrades. Enterprise patching and vulnerability remediation. Infrastructure lifecycle management. Development of automation tooling and processes. Platform monitoring and observability improvements. Supporting the adoption of modern infrastructure engineering practices. Key Responsibilities Linux Infrastructure Engineering Administer and support large-scale enterprise Linux environments. Perform troubleshooting … workflows to improve infrastructure efficiency. Create validation and verification processes to support change activity. Reduce manual intervention through automation and engineering best practice. Monitoring & Observability Enhance monitoring, alerting and observability capabilities across infrastructure platforms. Develop dashboards and operational reporting. Work with technologies such as: Prometheus Grafana Loki Support proactive platform ...

server estates. Automation of infrastructure operations and maintenance activities. Development of orchestration workflows using Apache Airflow. Building automation tooling using Python and Ansible. Enhancing observability, monitoring and operational controls. Supporting the introduction of live-patching technologies. The role requires a strong infrastructure engineering mindset, with particular emphasis on UNIX/… orchestration workflows within Apache Airflow. Create automated pre-change validation and post-change verification processes. Improve efficiency and reduce manual intervention through automation. Platform Observability Implement monitoring and observability capabilities across automated infrastructure workflows. Develop dashboards, alerting and operational reporting. Work with tooling including: Prometheus Grafana Loki Ensure automation ...

workflows across compute, storage, and networking layers . Integrate AI capabilities into CI/CD pipelines and infrastructure-as-code ecosystems . Data Engineering & Observability Build and maintain pipelines for high-volume telemetry data (metrics, logs, traces) . Ensure data quality, labelling, and feature engineering for ML models . Leverage … observability tools to inform AI systems . Reliability & Governance Define SLIs/SLOs for AI systems embedded in infrastructure workflows . Ensure robustness, explainability, and auditability of AI-driven decisions . Implement feedback loops to continuously improve model performance . AI-Driven SRE Enablement Develop ML/AI models ...