2 of 2 Integration Testing Jobs in Tyne and Wear

external suppliers. Key Responsibilities Hands-On Build & Delivery Design, build, and ship production AI components - RAG pipelines, retrieval and embedding infrastructure, orchestration logic, and integration layers - writing high-quality, tested, maintainable code and staying close to implementation rather than delegating it away. Technical Leadership Within the Squad Lead …/Continuous Delivery (Practitioner) - CI/CD pipelines, infrastructure-as-code, and automated deployment for AI workloads specifically (not just conventional web services). - Testing & Evaluation (Practitioner) - beyond conventional unit/integration testing, building evaluation harnesses for AI system quality: retrieval accuracy, hallucination rate, bias/fairness ...

entire lifecycle is versioned and reproducible. Software Engineering Best Practices : Lead the team in adopting professional engineering standards. Own the strategy for unit/integration testing, peer code reviews, and apply SOLID principles to ML codebases to ensure they remain modular and maintainable. ML Observability : Establish … artifacts. Ensure clear documentation and audit trails for all production deployments. Essential Skills (Entry Requirements) Demonstrating strong software engineering fundamentals, including production‐quality Python, testing, CI/CD practices, and version control. Designing and operating reliable, versioned REST APIs using an API‐first approach. Building, deploying, and operating backend ...