AI Integration Engineer
Summary
An in-house AI engineer for a UK family-run structural steel fabrication and construction business, building AI capability from the ground up: designing, prototyping and deploying Azure-based AI solutions (RAG, forecasting, anomaly detection, data classification) integrated with Microsoft 365, Teams, SharePoint and SQL systems.
Salary: £65,000 - 65,000 per year
Requirements:- We have 2-4 years experience in AI/ML, software engineering or a closely related field.
- We have experience deploying LLM or machine learning solutions into production.
- We have strong programming skills in Python and/or C#.
- We have experience working with Microsoft Azure services such as Azure App Service, Azure AI Search, Azure Functions, Azure Storage and Azure Key Vault.
- We understand APIs, databases and enterprise system integration.
- We have experience or understanding of Microsoft 365 and Microsoft Graph API.
- We have strong analytical and problem-solving ability.
- We can take AI projects from prototype through to robust production deployment.
- We have experience with Retrieval-Augmented Generation (RAG), vector databases and AI frameworks such as Haystack, LlamaIndex or Semantic Kernel.
- We have experience with forecasting, anomaly detection or data classification.
- We have knowledge of CNC, manufacturing, construction or other industrial environments, which would be advantageous but is not essential.
- We understand GDPR, ISO standards and secure AI development.
- We design and deliver AI solutions using Microsoft Azure, including RAG, data classification, forecasting and anomaly detection.
- We identify opportunities to introduce AI into existing business processes and systems.
- We integrate AI solutions with Microsoft 365, SharePoint, Teams, Entra ID, SQL databases and other business applications.
- We develop straightforward and user-friendly AI applications for web and Microsoft Teams.
- We develop and deploy LLM and machine learning solutions into production environments.
- We implement monitoring, logging and audit processes to support GDPR, ISO and wider security requirements.
- We work with internal stakeholders to understand business requirements and translate them into practical technical solutions.
- We evaluate emerging AI technologies and make recommendations regarding their potential use within the business.
- We ensure solutions are secure, scalable, maintainable and aligned with company standards.
- AI
- API
- Azure
- C#
- Support
- LLM
- Machine Learning
- Microsoft 365
- Python
- RAG
- SQL
- Security
- SharePoint
- Web
- Office 365
- Cloud
More:
We are a successful, family-run business with a long-standing reputation in the UK and Irelands structural steel fabrication and construction industry. We are a well-established and growing company operating within the construction and structural steel sector, investing in people, technology and innovation as we bring AI further into our operations. This is a hands-on permanent role based in Scotland, working Monday to Friday, with a salary of £55,000 - £65,000 per annum. It offers significant scope for ownership, innovation and career development as we build our AI capability from the ground up.
last updated 39 week of 2026