AI Product Engineer (Full Stack / AI Systems)
13 days ago
Manchester
AI Product Engineer (Full Stack / AI Systems) We are building a new generation of AI-powered products and are looking for a hands-on AI Product Engineer to help design, build, and scale intelligent systems in production. This is not a pure research or infrastructure role. We are looking for someone who can bridge product thinking, software engineering, and real-world AI system behaviour, turning ideas into reliable, production-ready features used at scale. You will work across the full stack, with a strong focus on building AI-driven user-facing features, debugging LLM behaviour in production, and shaping how AI is embedded into real products. Key responsibilities • Design and build AI-powered product features end-to-end (frontend, backend, and AI layer), • Work with LLMs in production environments, including prompt design, tuning, and debugging AI behaviour, • Investigate and resolve production issues such as hallucinations, incorrect outputs, and context injection failures, • Build scalable backend services and APIs using modern cloud infrastructure, • C#, .NET Experience, • Develop responsive frontend applications and translate product designs into working interfaces, • Work with event-driven and distributed systems where required, • Collaborate closely with product, engineering, and operations teams to deliver customer-facing AI features, • Contribute to system design decisions including scalability, observability, and reliability What we’re looking for, • Strong full-stack engineering experience (frontend + backend development), • Experience building or shipping AI/LLM-powered features in production, • Understanding of prompt engineering, LLM behaviour, and AI failure modes (e.g. drift, hallucination, context issues), • Experience working with cloud platforms (AWS or Azure), • Strong backend engineering skills (APIs, data flow, system design), • Comfortable debugging complex production issues across distributed systems, • Ability to work with frontend engineers and product teams collaboratively, • Strong curiosity and product mindset - asking the right questions, not just writing code Desirable experience, • RAG (Retrieval-Augmented Generation) systems or agent-based AI workflows, • Kubernetes or containerised deployment environments, • Event-driven architectures and scalable system design, • Experience translating UI/UX designs (e.g. Figma) into production frontend code, • Familiarity with Vue, React, or similar frameworks, • Exposure to enterprise-scale AI or data-heavy applications What sets this role apart, • You will be working directly on real AI systems in production, not prototypes, • You will be expected to debug AI behaviour, not just infrastructure issues, • You will own the full journey from idea product feature production AI system, • You will help shape how AI is embedded into core product experiences What we offer, • Competitive salary (based on experience), • Hybrid working model, • Opportunity to work on cutting-edge AI product development, • High autonomy and influence over technical direction, • Exposure to modern AI tooling and agent-based development workflow Interested? Please Click Apply Now! AI Product Engineer (Full Stack / AI Systems)