> Markdown version of [/jobs/ext/796355-ai-engineer-agentic-systems](https://www.wearedevelopers.com/jobs/ext/796355-ai-engineer-agentic-systems). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # AI Engineer (Agentic Systems) - **Company:** MCS Group - **Location:** Belfast, UK - **Experience:** Expert - **Salary:** £130,000.0 - £135,200.0 - **Contract:** Temporary contract - **Skills:** Application Programming Interfaces (APIs), Artificial Intelligence, Microsoft Azure, Python (Programming Language), Search Technologies, Software Engineering, Systems Integration, Large Language Models, Multi-Agent Systems, AI Platforms - **Published:** June 13, 2026 - **Apply:** https://www.nijobfinder.co.uk/job/2043703/ai-engineer-agentic-systems-/ ## About the Role * Extensive commercial Python development experience is essential * Hands-on experience with LangChain and agent orchestration frameworks * Experience building and integrating solutions using Model Context Protocol (MCP) * Practical experience integrating and evaluating Large Language Models (LLMs) * Experience developing RAG architectures, vector search solutions and knowledge-driven applications * Strong understanding of API integration and distributed application design * Experience with Azure AI Foundry, Azure-based AI services and enterprise LLM deployments * Experience working with OpenAI technologies within production environments ## Description * Designing and building autonomous AI agents capable of executing complex multi-step workflows * Developing and orchestrating agent-based systems using modern LLM frameworks * Building Retrieval-Augmented Generation (RAG) solutions and enterprise knowledge retrieval capabilities * Integrating AI services with existing enterprise platforms, APIs and operational tooling * Working within established governance, security and compliance frameworks * Producing technical documentation and implementation artefacts to support delivery and audit requirements * Collaborating with technical and business stakeholders to ensure solutions are scalable, secure and reusable ## Related Videos - [Agentic AI - From Theory to Practice: Developing Multi-Agent AI Systems on Azure](https://www.wearedevelopers.com/videos/1532-agentic-ai-from-theory-to-practice-developing-multi-agent-ai-systems-on-azure) - [This App Reached 10,000 Users in One Week. Here's How.](https://www.wearedevelopers.com/videos/100329-this-app-reached-10-000-users-in-one-week-here-s-how) - [Developer Tools for Microsoft Azure](https://www.wearedevelopers.com/videos/450-developer-tools-for-microsoft-azure) - [Building an agentic software factory: How we rebuilt product development at Pipedrive](https://www.wearedevelopers.com/videos/100261-building-an-agentic-software-factory-how-we-rebuilt-product-development-at-pipedrive) - [Azure AI Foundry for Developers: Open Tools, Scalable Agents, Real Impact](https://www.wearedevelopers.com/videos/1541-azure-ai-foundry-for-developers-open-tools-scalable-agents-real-impact) - [From AI Assistance to Agentic Systems: Scaling Sovereign AI in Banking](https://www.wearedevelopers.com/videos/100070-from-ai-assistance-to-agentic-systems-scaling-sovereign-ai-in-banking) ## Related Articles - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [What is Agentic Programming and Why Should Developers Care?](https://www.wearedevelopers.com/magazine/625-what-is-agentic-programming-and-why-should-developers-care) - [Everything a Developer Needs to Know About MCP with Neo4j](https://www.wearedevelopers.com/magazine/604-everything-a-developer-needs-to-know-about-mcp-with-neo4j) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift)