AI Algorithm Engineer (Agentic RAG role also works with agentic RAG and LLM-based document intelligence. About the Role Join smartR.ai as an AI Algorithm Engineer to deploy and extend the SCOTi platform at a large manufacturer, building production-scale algorithms for causal discovery, agentic RAG, document intelligence and legacy system connectors. The role offers hands-on ownership and mentorship while applying ML/NLP and data-engineering methods to connect and reason over engineering knowledge. Job Description Role You will deploy and extend the SCOTi platform at a major manufacturing customer, building AI that reads, connects and reasons over engineering knowledge (drawings, specifications, reports, telematics and warranty data). Your algorithms will run in production at scale and you will work alongside the developers who built SCOTi with real ownership and mentorship. Key Responsibilities Develop causal-discovery algorithms to find root causes in complex manufacturing data Design and implement agentic RAG (retrieval, ranking and context selection) methods to support enterprise question-answering Build document-intelligence pipelines to extract and cross-check information from drawings, specifications and unstructured documents (Discrepancy AI) Implement robust connectors and integrations to pull data from legacy enterprise systems Deploy and maintain models and pipelines in production environments; collaborate with the SCOTi engineering team Requirements Required Strong mathematical foundations (information theory, optimisation, statistics) Knowledge of vibe coding Creative problem-solving and collaborative communication skills Right to work in the UK Desirable / Knowledge (not required) Experience or knowledge of NLP, LLMs, RAG, information retrieval or knowledge graphs Data engineering experience including APIs, SQL and working with messy real-world data Interest in manufacturing or industrial applications Experience Suitable for entry-level candidates and those with 1–2 years of relevant experience What we offer Direct mentorship from the engineers who built SCOTi A three-year, fully funded programme with a named industrial deployment Opportunities to present work through consortium dissemination Location
AI Algorithm Engineer (Agentic RAG & Document Intelligence) in Edinburgh employer: Vibehackers
Vibehackers is an exceptional employer that fosters a dynamic and innovative work culture, perfect for those passionate about AI and technology. With a focus on employee growth, you will have the opportunity to work alongside talented professionals in a collaborative environment, while enjoying the flexibility of remote work across EU/UK time zones. Our commitment to meaningful projects ensures that your contributions will have a direct impact on the success of our cutting-edge trading platform.
