6 of 6 Contract Observability Jobs in Scotland

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 ...

monitor SLIs, SLOs, and SLAs . You will manage error budgets to balance the velocity of data engineering with the stability of the platform. Observability: Implement comprehensive monitoring, logging, and tracing (using tools like CloudWatch, Datadog, or Grafana) to provide deep visibility into Snowflake and Databricks workloads. Incident Management ...

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 ...

measures. Confidence engaging from C-Suite to analysts; clear, out-come focused communication Nice to have: Python/PySpark, Purview/DataHUB , observability tooling, Direct Lake Optimisation. You'll shape the semantic layer that shapes the companies decision making, enabling AI-assisted self-service analytics with Co-Pilot and delivering ...

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 ...

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 ...