7 of 7 Permanent Observability Jobs in Scotland

software to continuously improve quality and accelerate the pace of development Set up and maintain environments for both manual and automated testing, ensuring stability, observability and security best practices, including liaising with customers when deploying to customer infrastructure Define, monitor and report on DORA metrics Essential skills and experience ...

such as Vitest and Playwright (API + end-to-end). Hands-on delivery with Kubernetes , Helm , Docker , and YAML (cloud-native deployments). Observability/telemetry: Prometheus, Grafana, OpenTelemetry, Datadog, APM tools . Good understanding of CI/CD , infrastructure-as-code concepts, and production support best practices. Ability ...

platform capabilities and driving AI adoption: Design, build, and maintain robust data pipelines for batch and streaming workloads, ensuring high data quality, reliability, and observability across cloud and on‐prem platforms. Model, store, and serve large‐scale datasets optimised for analytics, machine learning, and low‐latency consumption by AI‐driven ...

SMEs to ensure testing supports platform priorities. Drive improvements in deployment testing, enabling faster, more reliable releases with reduced support burden. Support FinOps and observability initiatives by ensuring test coverage includes cost-impacting behaviours and performance metrics. Champion testability in platform design, simplifying environment setup and enabling self-service testing … experience with CI/CD pipelines, containerisation (Docker/Kubernetes), cloud platforms (AWS preferred), and infrastructure-as-code (e.g. Terraform). Familiarity with observability and performance testing tools (Datadog, ELK, Grafana, Locust, JMeter), plus an understanding of cyber security testing principles and logging requirements. Ability to coach multidisciplinary teams, embed ...

data processing, ML pipelines, and web architecture Ensure systems can scale to handle massive datasets and evolving ML workloads Champion best practices around testing, observability, incident response, and documentation Set standards for AI-assisted development practices at scale YOUR SKILLS AND EXPERIENCE: Lead multi-disciplinary teams across Backend, Web, Data ...

experienced Senior Site Reliability Engineer to join the team. This is real SRE work: reducing toil, building automation, improving system reliability and observability, and supporting large-scale cloud environments across Azure and GCP . The Role You'll be part of a unified SRE team supporting multiple cloud teams, working … Reliability, performance and observability across Azure/GCP Automation to reduce repeat incidents, tickets, and manual processes Improving SLOs, SLIs, error budgets and platform health Building and maintaining Terraform modules, GitHub pipelines and IaC Supporting app teams as they migrate large workloads to cloud 1-in-4 on-call (enhanced ...

data centres. A big part of your role will be acting as the design authority for core infrastructure services—things like compute, hypervisors, automation, observability and lifecycle tooling. You’ll help ensure we consistently follow the right architectural patterns and make the right design decisions. You’ll also help … partner with Solution Architects and project teams to ensure our designs meet the required business and non-functional needs. And you’ll keep resilience, observability and security front and centre as part of everything you design. To thrive here, you’ll bring a strong background in infrastructure architecture and deep ...