101 to 125 of 138 Observability Jobs in Scotland

security, performance and availability. Using technologies such as containers, Kubernetes, vLLM and AI gateway platforms, you will deploy and operate scalable inference services, improve observability and performance, and investigate complex technical issues across the platform. You will also help establish engineering standards for operating AI services within a secure enterprise … such as LiteLLM, Bifrost or similar GPU workloads, including performance, utilisation and resource management Programming and scripting, such as Python, Bash or Go Monitoring, observability and SRE practices Secure, resilient and scalable service design Authentication, access control, rate limiting and service integration Technical documentation and operational guidance Security Clearance ...

help clients design, build and scale secure, reliable and operationally effective AI platforms. You will combine expertise in platform engineering, Site Reliability Engineering (SRE), observability and intelligent operations to help organisations move from isolated AI experimentation to production-grade, enterprise-scale AI services.You will work with technology, engineering, operations … operational requirements.• AI Platform Engineering & LLMOps: Design and implement scalable AI platform capabilities including model deployment pipelines, prompt and model management, evaluation frameworks, AI observability, platform automation and operational guardrails. Enable reliable and repeatable delivery of AI services from experimentation through to production.• Reliability Engineering & SRE: Establish SRE practices including ...

ensure reliable handovers to run teams. You will bridge business strategy with solution engineering, guiding delivery squads, reducing technical debt, and improving security, observability, and cost efficiency. A strong mentor and collaborator will thrive here. #J-18808-Ljbffr ...

define architectures, set engineering standards, and ensure secure, scalable solutions across the IT estate. You will partner with Product Owners and Delivery Leads, champion observability and cost efficiency, and lead engineers to deliver reliable, compliant platforms in a hybrid work environment. Strong leadership and governance experience are essential. #J ...

architectures-spanning Enterprise Networking (Catalyst, Meraki, Campus/Wireless LAN), Zero Trust Security & SASE (Cisco Secure Access, Duo, Umbrella, TrustSec), Splunk & Full-Stack Observability (ThousandEyes, AppDynamics), and Hybrid Work/Collaboration (Webex)-into cohesive digital transformation roadmaps. Complex Deal & Enterprise Agreement Leadership: Orchestrate and close multi-million-pound (£1M+) complex ...

level policies, Tri-Secret/external key management, network policies, Private Link, SSO/OAuth/MFA, audit trails, and access history.Embed data quality, observability, and lineage using Snowflake Horizon Catalog and native observability features; define SLAs/SLOs, reconciliation frameworks, and incident/RCAs for data reliability.Architect cross-region ...

adherence to resiliency and security expectations Familiarity with working in a large distributed system across a range of technologies including compute, databases, messaging, observability, and telemetry Knowledge of incident, change, and problem management processes and the controls that govern them Understanding of data-driven decision making and a drive … working in a follow-the-sun or globally distributed on-call support model Familiarity with large-scale cloud migration or modernization initiatives Exposure to observability and telemetry tooling in complex distributed environments #J-18808-Ljbffr ...

data sources and services across the firm, including enterprise AI and large language model gateways Own quality across your components: automated testing, code reviews, observability, and resilient, secure service design Partner with Corporate Technology AI, product, and data science colleagues to translate concrete use cases into working, measurable capabilities Contribute … working with cloud infrastructure (AWS) and containerized services (Docker/ECS) Ability to own technical components end-to-end — from design through deployment and observability Strong collaboration skills with the ability to work across engineering, product, and data science disciplines Hands-on experience using enterprise-authorized AI-assisted software development ...

across the business adopt AI solutions safely and effectively. This is a hands‐on engineering role that combines feature delivery with responsibility for resilience, observability, governance and measurable outcomes. You’ll work closely with Product Owners, Architects, Engineers, Security teams and business stakeholders to deliver secure, scalable and reliable platform … applications, APIs, services or platforms. Experience using logs, metrics, traces and telemetry to improve platform performance and reliability. Experience designing solutions with resilience, scalability, observability and operability in mind. Evidence of improving the dependability of production systems through practical engineering changes. A track record of delivering technology capabilities into production ...

Reliability: Act as a senior technical escalation point, and make sure the team delivers the fundamentals: backup, restore testing and DR readiness, centralised ELK observability, current runbooks, and the OS, middleware and cloud fixes arising from vulnerabilities owned by DevSecOps and infosec. Service Desk Automation & AI: Be forward thinking … automation Experience designing Service Management workflows (e.g. JIRA) Experience taking over an inherited or poorly documented estate and stabilising it Working knowledge of JVM observability Tech Stack Azure | RHEL | Terraform | GitHub Actions | Ansible | Jira Service Management | Confluence | Java | Spring Boot | Elastic Stack | Prometheus | Grafana | PagerDuty What we’ll offer ...

/ELT modernisation and cloud migration programmes, applying AI-assisted approaches to accelerate analysis, mapping and delivery of legacy-to-cloud transitions Architect observability, resiliency and self-healing pipeline capabilities — using AI-driven monitoring and alerting to anticipate issues and reduce operational toil Drive adoption of agentic pipeline patterns — designing … assisted pipeline development — proven experience using GenAI tooling to accelerate engineering delivery and governing the quality of outputs Data quality, observability and automated governance — including schema drift detection, lineage management and AI-driven quality controls Data modelling including dimensional/Kimball design, medallion architecture and source-to-target mapping, with ...

/ELT modernisation and cloud migration programmes, applying AI-assisted approaches to accelerate analysis, mapping and delivery of legacy-to-cloud transitions Architect observability, resiliency and self-healing pipeline capabilities — using AI-driven monitoring and alerting to anticipate issues and reduce operational toil Drive adoption of agentic pipeline patterns — designing … assisted pipeline development — proven experience using GenAI tooling to accelerate engineering delivery and governing the quality of outputs Data quality, observability and automated governance — including schema drift detection, lineage management and AI-driven quality controls Data modelling including dimensional/Kimball design, medallion architecture and source-to-target mapping, with ...

Cloud Technical Specialist - AWS/Cloud Engineering £400 to 500 GBP Onsite WORKING Location: Glasgow, Scotland - United Kingdom Type: Contract Cloud Technical Specialist - AWS/Cloud Engineering Contract: 6 months Day Rate: Up to£500 ...

role different from most site reliability engineering roles in the firm: our team does not run a single application. We set the reliability and observability standards that whole platform organisations are held to, and then we get them adopted across engineering teams we do not own. The estate runs … implementing one, and the standards you set are enforced at the production gate rather than suggested in a document. Our core method is the observability assessment, and you will run them end to end. That is one process with four outputs, and you produce all of them: the user journeys ...

usability, and self-service for engineering consumers Create and maintain delivery workflows that standardize engineering practices and reduce operational toil across the platform Improve observability and operational readiness through monitoring, logging, tracing, alerting, runbook development, and on-call practices Partner with security and risk stakeholders to implement secure-by-default … Familiarity with infrastructure-as-code and automation practices, including tools such as Terraform, Helm, Kustomize, Argo CD, Flux, or continuous integration systems Experience with observability stacks and site reliability engineering practices, including service level indicators and objectives, incident response, and post-incident reviews Exposure to regulated environments and implementing security ...

recovery. You will play a leading role in establishing and embedding quality practices across infrastructure engineering, working closely with engineers to improve testability, observability, resilience, and release confidence. As a senior member of the team, you will be expected to bring strong technical judgement, challenge existing approaches where appropriate … Points Experience with performance or load testing Experience working closely with SRE or Platform teams Experience with Internal Developer Platforms Exposure to monitoring/observability tools What You’ll Get Starting salary between £47,500 and £57,500 depending on experience At least £1,000 per year to spend ...

## Senior Data Platform EngineerApply: Edinburgh: Posted 5 Days Ago: R0004619## Job TitleSenior Data Platform Engineer## DepartmentTSD Cloud & Infrastructure Platforms-BG-UK## Overview of Department## Purpose of RoleJoin our Data Platform team at an important ...

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. … large language models on cloud-based container orchestration platforms and on-premises GPU clusters using reproducible infrastructure as code and continuous delivery pipelines Implement observability across logs, metrics, and traces with dashboards and actionable alerting for large language model and GPU workloads Tune GPU and accelerator capacity, autoscaling, and cost ...

pragmatic technical roadmaps. Solution & Technical Design Drive end-to-end technical designs from inception through to delivery, ensuring non-functional requirements (scalability, security, resilience, observability) are embedded by default. Prepare, submit, and champion design proposals through M&G engineering and governance forums (e.g., LEAF, TWG, TDA). to achieve first … Reliability & Production Support Maintain an active technical debt backlog, collaborating with delivery management to balance feature delivery with platform modernisation and risk reduction. Champion observability, automated alerting, and defensive design to eliminate recurring incidents. Serve as an escalation authority for complex production defects and lead technical Root Cause Analysis ...

authorisation solutions using established identity platforms and standards. Develop and support applications in containerised and cloud-hosted environments. Monitor application performance and contribute to observability, troubleshooting and continuous improvement. Utilise AI-assisted development tools responsibly to improve productivity, code quality and testing outcomes. Skills & Experience Experience with a modern … practices. Experience with public cloud platforms and managed services. Experience with Linux-based hosting and web server administration. Familiarity with application monitoring, logging and observability practices. Experience working within iterative or agile development environments. Experience using AI-assisted development tools as part of a modern software engineering workflow. Why Join ...

management, including intelligent automation, virtual agents, knowledge management, workflow optimisation and service analytics.* **AIOps & Intelligent Operations** – Develop an understanding of modern operational practices including observability, monitoring, intelligent alerting, event management and AIOps capabilities, supporting clients in improving operational performance through automation and data-driven insights.* **Cloud & Digital Operations** – Support … automation can be applied within service management to improve operational efficiency, employee experience and service outcomes.* Awareness of modern AIOps and observability capabilities, including monitoring, event correlation, anomaly detection, intelligent alerting, operational analytics and automation.* Familiarity with enterprise service management platforms such as ServiceNow, Jira Service Management, Freshworks or similar ...

your team to identify comprehensive service level indicators and partner with stakeholders to establish reasonable service level objectives and error budgets Design and implement observability frameworks and alerting strategies, including white and black box monitoring, service level objective-based alerting, and telemetry collection to ensure proactive detection and response Serve … resiliency best practices Fluency in at least one programming language such as Python, Java/Spring Boot, or .NET Proficient knowledge and experience in observability, including white and black box monitoring, service level objective alerting, and telemetry collection across large-scale production environments Proficiency with continuous integration and continuous delivery ...

code review. Act as the senior technical anchor for the data engineering team, mentoring engineers as the team scales. Implement data quality, lineage and observability controls across the pipelines. Direct a dedicated DBA within the IT support team on day-to-day database administration and operational support. People and Team … Proven experience designing and operating pipelines and ETL within a medallion (bronze/silver/gold) platform architecture. Experience implementing data quality, lineage and observability practices. Working understanding of master data management concepts and how mastered data is modelled and served. Demonstrable experience managing and coaching engineers Comfortable ...

capabilities into pragmatic technical roadmaps.Solution & Technical DesignDrive end-to-end technical designs from inception through to delivery, ensuring non-functional requirements (scalability, security, resilience, observability) are embedded by default.Prepare, submit, and champion design proposals through M&G engineering and governance forums (e.g., LEAF, TWG, TDA) to achieve first-time approval.Define … architectures.Technical Debt, Reliability & Production SupportMaintain an active technical debt backlog, collaborating with delivery management to balance feature delivery with platform modernisation and risk reduction.Champion observability, automated alerting, and defensive design to eliminate recurring incidents.Serve as an escalation authority for complex production defects and lead technical Root Cause Analysis (RCA) investigations ...

scalable application platforms by applying SRE practices on cloud native systems built on AWS, Kubernetes and Springboot microservices using Java. The role focuses on observability with Splunk, performance optimization and incident prevention for complex hybrid environments in day shift with a strong focus on continuous improvement and service resilience. Location … services such as compute, storage, networking and managed application components used to host production workloads. Exhibit practical experience implementing SRE frameworks including observability, incident management, error budgets and service level definitions in large scale systems. Display advanced skills using Splunk for log management, custom dashboards, alerts and analytics to support ...