5 of 5 Performance Monitoring Jobs in Edinburgh

with Microsoft Azure services including App Services, Azure Functions, Azure APIM, and Azure DevOps. Strong knowledge of SQL Server, including database design, optimisation, and performance tuning. Solid understanding of security best practices, authentication/authorisation mechanisms, and application monitoring. A degree or equivalent relevant practical experience. Additional eligibility requirements … Agile, CI/CD pipelines, Git, and automated testing frameworks. Familiarity with Infrastructure as Code (IaC) and Azure infrastructure management tools. Exposure to application performance monitoring tools and observability platforms. Qualifications Exhibit strong proficiency in Net Framework and C sharp with extensive experience building large scale enterprise applications ...

integration & deployment. Prompt engineering & model customization. AI/GenAI governance & ethics (bias detection, explainability). GenAI Platform & Infrastructure Architecture (Cloud, Lakehouse). GenAI ModelOps & Performance Monitoring. AI-driven business intelligence & reporting. Observability & FinOps for AI/GenAI. Cloud Infrastructure, Networking, & Security for AI.Aligning GenAI Architectures Across Organizations: Experience aligning ...

enable interoperability between agents across systems and workflows Instrument AI systems with observability and tracing tooling — CloudWatch, spans, and traces — to support debugging, performance monitoring, and compliance requirements Integrate LLMs into client applications through prompt engineering, context management, and function/tool calling patterns Leverage serverless infrastructure … infrastructure — working knowledge of Lambda, DynamoDB, and S3 as components of AI system backends Observability — experience instrumenting AI systems with tracing, logging, and monitoring tooling (CloudWatch preferred) LLM integration — prompt engineering, tool/function calling, context window management, and output parsing AWS certifications desirable, particularly the AI/ ...

Autonomous Vehicles (CAV), Cooperative ITS (C-ITS), Mobility as a Service (MaaS), and the planning, design and implementation of Smart Motorways schemes and performance assessments. Supporting the development and delivery of next-generation mobility solutions, including connected vehicle testbeds and autonomous vehicle trials.Developing ITS strategies, action plans, and transformational … energy projects, and depot decarbonisation.The team provides technical leadership of projects throughout the project lifecycle from feasibility, preliminary and detailed design stages through to performance monitoring and assessment.Here’s a broad sample of what you’ll do as a Senior Consultant:Provide specialist technical consultancy and design services ...

engineers. Design, develop and maintain databases and data models for real-time power system applications (EMS/DMS/SCADA). Ensure high performance, reliability, and integrity of database system under real-time operational loads. Perform database tuning, indexing, query optimization, and performance monitoring. Develop and maintain scripts … equivalent for application interfacing and scripting. Experience with Data Handling including real-time data acquisition, Historian integration, data replication, and logging. Previous experience with Performance Tuning & Monitoring e.g., Query optimization, indexing, and database health monitoring. Knowledge of Version control with Git, SVN, or equivalent. Desirable skills/knowledge ...