22 of 22 Observability Jobs in Scotland

OpenShift, or Docker Swarm). Experience with cloud-native automation frameworks (e.g., AWS CloudFormation, Azure ARM/Bicep, GCP Deployment Manager). Familiarity with observability-as-code and monitoring automation. Experience with APIs and SDKs for integration/automation (REST, JSON, PowerShell, etc.). Experience with automation concepts, frameworks ...

with product managers, domain SMEs (tax and finance) and fellow AI engineers to deliver features from concept through to production. Contributing to code quality, observability and secure engineering practices in a regulated, data-sensitive environment. Our tech stack You do not need experience with everything below, but you should ...

Comfortable operating onsite in Edinburgh 3x/week Nice to have GPU/CUDA experience Exposure to HPC or large-scale AI platforms Monitoring & observability tools (Prometheus, Grafana, etc. ...

Party software. Microservices, APIs, event-driven systems, data platforms and third-party integrations. Software builds processes, automation, and deployment techniques. Production topics such as observability and monitoring opportunities. Rewards & Benefits TCS is consistently voted a Top Employer in the UK and globally. Our competitive salary packages feature pension, health care ...

model monitoring frameworks (data drift, concept drift, performance degradation). Ensure secure, scalable, and compliant ML workloads aligned with enterprise standards (IAM, KMS, networking, observability). Partner with data scientists, data engineers, and cloud architects to operationalize ML solutions in production. Troubleshoot ML pipelines, model deployment issues, and infrastructure bottlenecks. ...

tuning; data-model fluency for application triage REST API integration and debugging Scripting (PowerShell/Shell) for automation and health-check/reporting Observability/SRE: alert tuning, performance and capacity analysis; tools include Splunk/ELK and Grafana ITSM discipline: ServiceNow/Jira; SLA/OLA adherence; clear incident ...

with GPU cluster management (CUDA, NCCL, Triton Inference Server) and performance tuning across accelerators. Solid grasp of cloud-native orchestration (Docker, Kubernetes, Helm) and observability tooling (Prometheus, Grafana, Jaeger). Proven ability to translate cutting-edge research into engineered solutions that can scale globally. Why this role stands out Influence ...

drive SRE strategy, standards, and maturity across complex platforms. Design, build, and operate resilient, scalable, and secure infrastructure. Lead reliability engineering initiatives, including automation, observability, and incident management. Provide senior technical leadership during major incidents and drive long-term remediation. Use data, metrics, and SLOs to drive continuous improvement ...

fabrics and IPAM/monitoring tools Desirable Network automation and IaC (Ansible, Python, CI/CD) Arista technologies and CloudVision Advanced network monitoring and observability tools SDN, security architecture and DR/BCP assurance experience Please apply today or email your CV to to be considered McGregor Boyall ...

architecture and technical strategy, influencing long-term platform direction Work closely with product, engineering, and stakeholders to deliver measurable business value Champion scalability, security, observability, and qualityacross systems Improve CI/CD pipelines and support reliable release processes Act as a senior technical presence within the team, setting best practices ...

router leveraging a software dataplane. It provides a broad set of routing protocols and other network features, as well as cutting edge configuration and observability capabilities. What you'll need Technical leadership for a significant development or project, with some demonstrable experience operating as a Subject Matter Expert Demonstrable experience ...

Contract: Site Reliability Engineer (Automation & Observability) Start Date: ASAP Duration: 12 months Location: Glasgow - applicants must be based in or near Glasgow Rate: £400 - £450 per day inside of IR35 Reference: 20130 We are looking for an Site Reliability Engineer (Automation & Observability) to help strengthen or client's data protection … will collaborate with various internal teams to identify gaps, streamline processes, and enhance visibility into the platform. This may involve creating automated solutions, improving observability, refining alerts, or a mix of all three. Close partnership with operations teams will be essential to understand challenges and deliver practical improvements. The ideal ...

VMware experience (build, operate, troubleshoot) General understanding of enterprise storage and networking concepts Familiarity with firewalling concepts (Fortinet preferred) Tooling and systems Monitoring and observability tools such as Zabbix and Grafana Exposure to ManageEngine tooling (PAM, vulnerability management or service management) Desirable Exposure to Fortinet firewalls Experience supporting customer-owned ...

Design, build, and optimise ELT/ETL pipelines into Snowflake and Oracle using SQL, Python, and modern orchestration Own platform performance, observability, and cost optimisation (FinOps) Deliver well-modelled, business-ready data products and certified Power BI datasets and semantic models Implement robust data governance, quality, security, and GDPR-aligned ...

long-term platform evolution. Incident Management & Resilience Lead and participate in incident response, root cause analysis and blameless post-mortems. Use data and observability to reduce mean time to detect and resolve. Drive improvements through SLOs, error budgets and reliability metrics. Automation & Engineering Excellence Develop automation and tooling using scripting … code and automation (e.g. Terraform, Ansible, CloudFormation). Strong incident response, troubleshooting and fault-analysis skills using a scientific, data-driven approach. Experience with observability: metrics, logging, tracing, alerting and performance analysis. Ability to explain complex systems clearly and influence across technical and non-technical stakeholders. Nice to have Experience ...

native data platform built on AWS, Snowflake, and Databricks . The role focuses on driving reliability through automation, disaster recovery (DR) testing, resiliency engineering, observability, and proactive SLO/SLI/SLA management . Key Responsibilities Design, build, and maintain automation for infrastructure provisioning, platform operations, and incident response using … manage SLIs, SLOs, and SLAs for critical data pipelines and platform services; use error budgets to guide reliability improvements. Build and operate robust observability solutions (metrics, logs, traces, alerts) for AWS services, Snowflake, and Databricks workloads. Partner with data engineering and platform teams to embed reliability-by-design into architecture ...

SCDs and business marts to power high-performance Power BI datasets . Apply governance, lineage and fine-grained permissions via Unity Catalog . Orchestration & Observability Design and optimise orchestration using Lakeflow Workflows and Azure Data Factory . Implement monitoring, alerting, SLAs/SLIs, runbooks and cost-optimisation across the platform. … delivery experience using Delta Lake . Solid dimensional modelling (Kimball) including surrogate keys, SCD types 1/2, and merge strategies. Operational experience-SLAs, observability, idempotent pipelines, reprocessing, backfills. Mindset Strong grounding in secure Azure Landing Zone patterns . Comfort with Git, CI/CD, automated deployments and modern engineering ...

roadmap and backlog Design, plan and deploy new infrastructure solutions (e.g. NSX, vRealize, Nutanix, SAN migrations) Monitor platform health, capacity and performance using modern observability tools Maintain documentation, designs and operational procedures Support live incidents, DR events and out-of-hours activities where required Essential skills & experience Strong experience with … data centre best practices Windows and RHEL operating systems Infrastructure as Code and automation (Ansible, PowerShell/PowerCLI, Bash, Python) Platform monitoring and observability, including Grafana Agile and DevOps ways of working Desirable VMware, Nutanix or NetApp certifications Experience with Commvault , vRA , MetroCluster or Nutanix platforms Security architecture and hybrid ...

Contract: Site Reliability Engineer (Automation & Observability) Start Date: ASAP Duration: 12 months Location: Glasgow - applicants must be based in or near Glasgow Rate: £400 - £450 per day inside of IR35 Reference: 20130 We are looking for an Site Reliability Engineer (Automation & Observability) to help strengthen or client's data protection ...

platforms. You’ll work across Linux networking, routing, monitoring, protocol development and systems integration. You’ll help create the upper-layer communication logic, enhance observability, optimise performance, and collaborate closely with lower-layer and platform engineers. Key Responsibilities Design, configure and maintain a distributed IP-based network across multiple regions … systems (Linux-based) Oversee routing, VPNs, dynamic networking, observability, DNS, QoS and security Develop upper-layer communication logic using robust approaches (e.g., TUN/TAP) and open-source tooling Build monitoring tools for routing behaviour, packet metrics, throughput, latency and traffic flows Drive continuous improvement across performance, testing, debugging ...

Lead Solution Architect £70,000 to 90,000 GBP Bonus Hybrid WORKING Location: Glasgow, Scotland - United Kingdom Type: Permanent Lead Solution Architect Glasgow (Hybrid) Up to £90,000 + bonus We're looking for a ...

platforms. You’ll work across Linux networking, routing, monitoring, protocol development and systems integration. You’ll help create the upper-layer communication logic, enhance observability, optimise performance, and collaborate closely with lower-layer and platform engineers. Key Responsibilities Design, configure and maintain a distributed IP-based network across multiple regions … systems (Linux-based) Oversee routing, VPNs, dynamic networking, observability, DNS, QoS and security Develop upper-layer communication logic using robust approaches (e.g., TUN/TAP) and open-source tooling Build monitoring tools for routing behaviour, packet metrics, throughput, latency and traffic flows Drive continuous improvement across performance, testing, debugging ...