23 of 23 Observability Jobs in Scotland

knowledge using tools like Terraform or Ansible to automate infrastructure tasks.Containerisation and Orchestration: Knowledge of Docker and Kubernetes for application deployment and management.Monitoring and Observability: Experience with tools such as Azure Monitor, ELK stack, or similar to monitor system health, analyse logs, and troubleshoot production issues.Programming ,Scripting and Infrastructure ...

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 ...

engineering workflows, including data sensitivity considerations, secure handling of inputs/outputs, and adherence to resiliency and security expectationsPreferred qualifications, capabilities, and skillsExperience with observability and production support practices, including monitoring, logging, alerting, performance tuning, and structured incident and problem management in enterprise systemsExposure to cloud-native patterns, containerization ...

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 ...

industry certifications (e.g., CCNP/CCIE Data Center, VMware VCP, CKA/CKAD, or major cloud associate/professional certs)Familiarity with data center observability and monitoring tooling (e.g., Prometheus, Grafana, ThousandEyes, Splunk).Understanding of infrastructure security and zero-trust principles in data center/cloud-native environments (segmentation, workload ...

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 ...

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 ...

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 ...

. 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 ...

/ML engineering as a core workstream, designing feature-ready datasets, model pipelines, and AI-ready data products, and applying engineering rigour (testing, versioning, observability) to ML pipelines.Engineer data products and pipelines that support LLM and generative AI use cases, including retrieval-ready data structures and pipelines feeding AI applications.Drive … validating their output.MLOps — CI/CD for data and ML pipelines, infrastructure as code, containerisation, and orchestration tools such as Airflow or equivalent.Data quality & observability — hands-on experience with testing frameworks, monitoring, and quality controls in production environments.LLMs and generative AI — practical understanding of how to engineer data products ...

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 ...

strong engineering fundamentals and site reliability practices to cutting-edge AI platforms. You'll work hands-on with cloud and Kubernetes-based deployments, deep observability, and cost-aware performance tuning. If you enjoy solving hard production problems and making platforms measurably better, you'll find meaningful impact and growth here.As … proprietary large language models on cloud-based container orchestration platforms and on-premises GPU clusters using reproducible infrastructure as code and continuous delivery pipelinesImplement observability across logs, metrics, and traces with dashboards and actionable alerting for large language model and GPU workloadsTune GPU and accelerator capacity, autoscaling, and cost efficiency ...

outputs, and adherence to resiliency and security expectationsFamiliarity with working in a large distributed system across a range of technologies including compute, databases, messaging, observability, and telemetryKnowledge of incident, change, and problem management processes and the controls that govern themUnderstanding of data-driven decision making and a drive to continue … Terraform certificationsExperience working in a follow-the-sun or globally distributed on-call support modelFamiliarity with large-scale cloud migration or modernization initiativesExposure to observability and telemetry tooling in complex distributed environmentsJ.P. Morgan is a global leader in financial services, providing strategic advice and products to the world’s most ...

infrastructureStay hands-on: review code, prototype solutions, and get into the details when it mattersEstablish engineering standards across code quality, system design, testing, and observability, and hold the team to themBe the person engineers come to when the problem is genuinely hardTeam Building & CultureRecruit, develop, and retain a team … monitoring problemsExperience writing performance software in RustBackground in space systems, aerospace, or highly constrained real-time environmentsExperience building data lakes, telemetry platforms, or observability infrastructure at scaleA history of leading teams through technical transformations and not just maintaining the status quoSpire operates a hybrid work model, and this position will ...

About Cigna HealthcareCigna Healthcare is a global health service company dedicated to transforming healthcare. With roots in the U.S. and operations in over 30 countries, we serve more than 180 million customers and patients worldwide. ...

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 ...