6 of 6 Permanent Microsoft Certified Professional Jobs in Hampshire

Strong analytical and problem-solving abilities.* Comfortable learning new technology quickly.* Working proficiency in Python and SQL**Preferred*** Hands-on experience designing or deploying MCP servers, custom large language model tool-calling interfaces, or similar middleware that connects AI models to external systems.* Experience building Python-based APIs, integrations ...

retrieval-augmented generation (RAG), semantic search and knowledge solutions connected safely to company documents, databases and APIs Design, deploy and govern Model Context Protocol (MCP) servers, clients and tools Review and validate AI-generated code, data and outputs Connect to the business Work with the wider business systems used across … scripting or automation skills Strong troubleshooting skills, and clear communication and documentation Desirable A software development background Familiarity with LLMs, RAG, AI agents and MCP Experience with n8n or similar workflow tools, GitLab, Azure AI Foundry, Copilot or locally hosted models Exposure to business systems such ...

build the foundations for analytics, self-service reporting and AI. That includes preparing governed data for retrieval-augmented generation (RAG) and Model Context Protocol (MCP). You’ll set technical direction within the team, coach less experienced engineers and work with colleagues across the Data Office, IT and the business.Day … data classificationExperience migrating from Azure Data Factory and Azure Data Lake to FabricExperience preparing data for AI use, for example RAG, vector databases or MCP, and processing unstructured data such as PDFs and documentsExperience with data catalogue, lineage or classification toolsExperience in professional services or another regulated environmentClear communication ...

platform components that keep the firm’s data secure, reliable and ready to use. You’ll deliver agreed parts of our migration to Microsoft Fabric and help build the foundations for analytics, self-service reporting and AI. You’ll work to shared standards alongside your colleagues, with direction … Lakehouse, and deliver documented, certified datasets for Power BI that analysts can reusePrepare governed data for AI, including retrieval through RAG and MCP, and turn documents such as PDFs into structured, searchable formApply our data classification, access control and co-mingling standards in everything you build, so client ...

information and operational efficiency. The role Design, prototype, deploy and support secure AI applications, assistants, agents, knowledge systems and workflow automations using approved Microsoft, cloud-hosted and local platforms Develop retrieval-augmented generation … semantic search and knowledge-management solutions, connecting AI safely to approved systems, documents, databases and APIs Design, deploy and govern Model Context Protocol (MCP) servers, clients and tools to securely connect AI applications to approved business systems and data Implement safeguards: authentication, least-privilege permissions, input validation, audit logging ...

larger or higher-risk changes. Maintain project rules and context files (for example Agents.md) so agents follow our conventions, and connect tools through MCP where it adds value. Review, validate and own every line that ships, applying human judgement rather than accepting AI output at face value. Feed back … Benefits Package: From £30,000 per annum, 23 days paid holiday plus 8 bank holidays, enhanced company sick pay and an attractive pension opportunity. Professional Development: Enhanced training and development programme with in-house training, a personal development plan with industry accreditations and certifications, a career progression plan ...