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Enterprise AI Architect

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Summary

Enterprise AI Architect shaping the AI roadmap of a major West Midlands organisation: designing end-to-end LLM, agentic AI and RAG solutions with MLOps pipelines, cloud integration and governance. Hybrid role (weekly on-site in Birmingham), six-month fixed-term contract with scope to extend, paying £80-90k.

Salary: £80,000 - 90,000 per year

Requirements:
  • Proven experience as an AI Solutions Architect or Enterprise Architect delivering AI/ML solutions at enterprise scale.
  • Strong expertise in enterprise integration patterns, including APIs, microservices, event-driven architectures and cloud-native services.
  • Experience with MLOps, model deployment and operationalising AI/ML models in production environments.
  • Deep understanding of LLMs, generative AI, agentic AI and their application to real-world business use cases.
  • Practical experience designing and implementing vector-based search and retrieval systems within AI solutions.
  • Strong knowledge of security, compliance and governance in AI systems, including data privacy and responsible AI considerations.
  • Ability to define target architectures, solution designs and reusable patterns that support scalability, maintainability and commercial impact.
  • Proven track record of working with cross-functional teams to translate business requirements into technical AI solutions.
  • Experience with LangChain, Semantic Kernel, Llama and related frameworks for building LLM-based applications is desirable.
  • Familiarity with Model Context Protocol (MCP) and emerging standards for AI orchestration and context management is desirable.
  • Experience designing and implementing RAG architectures in enterprise environments is desirable.
  • Background in cloud platforms such as AWS, Azure or GCP and their AI/ML services is desirable.
  • Exposure to knowledge management, knowledge graphs or advanced search systems integrated with AI solutions is desirable.
  • Experience designing AI solutions for customer experience, contact centres or frontline operations is desirable.
  • Previous involvement in building AI roadmaps or strategic AI initiatives within large organisations is desirable.
  • A degree in Computer Science, Software Engineering, Data Science, Information Systems or a related technical discipline is ideal.
Responsibilities:
  • Architect end-to-end AI solutions across data, knowledge and process layers for internal business processes, reporting, frontline operations and customer experience.
  • Design and deliver proof-of-concept AI solutions to validate target architectures, use cases and reusable patterns at enterprise scale.
  • Define and document AI solution blueprints, including integration patterns for APIs, microservices, orchestration and cloud-native components.
  • Lead the technical design of MLOps and model deployment pipelines, supporting reliable, secure and compliant operation of LLMs, agentic AI and generative AI services.
  • Select and integrate appropriate AI frameworks and tools, including LangChain, Semantic Kernel, Llama, vector-based search and MCP, into the enterprise architecture.
  • Design and implement RAG architectures, including data ingestion, vector stores and knowledge-layer orchestration.
  • Ensure AI solutions meet security, governance and compliance requirements, including data protection, access controls and auditability.
  • Collaborate with stakeholders across IT, data, security and business functions to refine use cases, align solutions with commercial objectives and transition proof-of-concepts towards production readiness.
Technologies:
  • Agentic AI
  • AI
  • AWS
  • Architect
  • Azure
  • Cloud
  • GCP
  • Support
  • LLM
  • MCP
  • MLOps
  • RAG
  • Security
  • microservices
  • Embedded

More:

We are offering an Enterprise AI Solution Architect opportunity with a major organisation in the West Midlands. The role is hybrid, with weekly on-site work, and pays up to £90,000. It is an initial six-month fixed-term contract, with scope for extension and a permanent position. You will help shape the organisations enterprise AI roadmap and build secure, scalable capabilities that support long-term innovation.

last updated 43 week of 2026

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