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# AI Engineer

- **Company:** McGregor Boyall Associates Ltd.
- **Location:** Manchester, UK
- **Contract:** Permanent contract
- **Skills:** Artificial Intelligence, Amazon Web Services, Application Frameworks, Software Applications, Microsoft Azure, Cloud Computing, Cloud Engineering, Continuous Integration, Graph Database, Python (Programming Language), Knowledge Management, Natural Language Processing, Performance Tuning, Search Technologies, Software Deployment, SQL Databases, Enterprise Search, Retrieval-Augmented Generation, Large Language Models, Multi-Agent Systems, Prompt Engineering, Caching, Generative AI, Git, AI Platforms, Virtual Agents, Restful APIs
- **Published:** September 7, 2026
- **Apply:** https://www.totaljobs.com/job/ai-engineer/mcgregor-boyall-associates-limited-job107947175

## About the Role

* AI, Generative AI (GenAI), Large Language Models (LLMs), Natural Language Processing (NLP)
 * Prompt Engineering, Context Engineering
 * AI Agents, Agentic AI, Multi-Agent Systems
 * LangChain, LangGraph, Model Context Protocol (MCP)
 * RAG, Embeddings, Vector Databases
 * Python, SQL, REST APIs
 * Git, CI/CD
 * Cloud Platforms (Azure, AWS, or GCP)
 * LLM & AI Agent Testing and Evaluation

Desirable Skills

 * Knowledge Graphs
 * Semantic Search
 * Responsible AI
 * Token Optimisation & Cost Management
 * AI Evaluations (Evals)
 * Re-ranking Techniques
 * Caching Strategies

Preferred Experience

 * Experience designing and implementing Enterprise Knowledge Bases (EKBs), AI-powered enterprise search, knowledge management, or intelligent retrieval platforms.
 * Experience delivering AI solutions from prototyping through to production deployment in enterprise environments.

## Description

We are looking for an experienced AI Engineer to design, build, and deploy enterprise-grade AI solutions that enhance knowledge discovery, retrieval, and automation. The ideal candidate will have strong expertise in Generative AI, Large Language Models (LLMs), AI Agents, and modern AI application frameworks, with a passion for delivering scalable, production-ready solutions., * Design and develop AI-powered applications using GenAI, LLMs, NLP, and Agentic AI technologies.

 * Build intelligent RAG (Retrieval-Augmented Generation) solutions leveraging Embeddings and Vector Databases.
 * Develop and orchestrate AI Agents and Multi-Agent Systems to automate complex business workflows.
 * Apply Prompt Engineering and Context Engineering techniques to optimise AI performance and accuracy.
 * Implement AI solutions using frameworks such as LangChain, LangGraph, and MCP.
 * Integrate AI services and enterprise platforms through REST APIs and cloud-native architectures.
 * Deliver scalable, secure, and reliable solutions using Python, SQL, Git, and CI/CD practices.
 * Test, evaluate, and continuously improve LLM and AI Agent performance, reliability, and safety.
 * Collaborate with business, data, and engineering teams to drive AI adoption and innovation.


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