Lynx Recruitment is working with a specialist technology and AI consultancy that is looking for a Senior AI Engineer to lead the design and delivery of production-grade Generative AI and agentic systems. This is a hands-on technical role where you''ll take ownership from architecture and prototyping through to deployment, monitoring and continuous evaluation. Key responsibilities: Design and deliver production GenAI and multi-agent systems Build agentic workflows, RAG solutions, tool use and multi-step orchestration Define evaluation strategies and implement AI observability Design secure AWS deployment architectures Build CI/CD pipelines and production-ready AI applications Lead technical discussions with clients and senior stakeholders Mentor engineers and provide technical leadership Establish best practices around prompt design, guardrails and responsible AI Key experience: 3+ years of software or machine learning engineering experience 2+ years building and deploying GenAI/LLM applications in production Strong Python development skills Hands-on experience with LangGraph, LangChain, LlamaIndex, CrewAI or similar Experience with AWS, particularly Bedrock, Lambda, ECS, EKS or SageMaker Strong understanding of RAG, agentic AI and multi-agent architectures Experience with CI/CD, cloud infrastructure and application deployment Comfortable working directly with clients and senior stakeholders Experience leading technical workstreams or small engineering teams 2:1 or above ..... full job details .....