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# AI Engineer

- **Company:** Global 4 Communications Ltd
- **Location:** Fareham, United Kingdom (Remote available)
- **Experience:** Starter
- **Contract:** Permanent contract
- **Skills:** Application Programming Interfaces (APIs), Artificial Intelligence, Audit Trail, User Authentication, Business Systems, Cyber Security, Databases, Data Validation, Information Leak Prevention, Linux, Key Management, Knowledge Management, Knowledge-Based Systems, Machine Learning, Role-Based Access Control, Search Technologies, Secure Coding, Systems Integration, Virtual Machines, Scripting, Data Classification, Retrieval-Augmented Generation, Large Language Models, Generative AI, Agentic-AI, AI Platforms, Information Technology, Api Design, Model Context Protocol, Software Version Control
- **Published:** November 12, 2026
- **Apply:** https://www.hiredonline.co.uk/jobs/225825684-ai-engineer/matchtech

## About the Role

* Practical experience designing, developing, deploying or supporting AI-enabled applications, integrations and workflow automations
 * Working knowledge of LLMs, RAG, semantic search, AI agents and Model Context Protocol
 * Experience deploying and operating applications across Linux systems, containers and virtual machines
 * Experience of monitoring, patching, backup and recovery within application environments
 * Experience working with APIs, structured data, system integrations, authentication and role-based access control
 * Familiarity with source control and automation/scripting
 * Understanding of secure development, AI governance, information security, data protection, auditability and responsible AI principles
 * Strong analytical/troubleshooting skills with clear communication and documentation

## Description

* 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 (RAG), 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 and human approval for sensitive actions
 * Evaluate AI models, platforms, suppliers and use cases for accuracy, security, privacy, data residency, performance, cost and long-term supportability
 * Help define and maintain AI governance, risk assessments and technical standards
 * Apply secure-by-design controls including data classification, encryption, secrets management, role-based access, and separation of dev/test/prod environments
 * Protect against AI-related risks (data leakage, prompt injection, malicious content, insecure outputs, unsafe tool use, excessive agent permissions)
 * Monitor AI services for unusual activity, failures and unexpected behaviour
 * Support and improve relevant business systems where needed to enable AI adoption and operational improvement
 * Deploy/configure/manage secure AI applications and supporting services across Linux systems, containers and virtual machines, including monitoring, patching, backup and recovery, IT Projects Resource Manager Whiteley, Hampshire Are you an organised and commercially minded Resource Manager who thrives on balancing people, priorities and project demands? We're looking for a Proj…
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