AI Engineer

TL;DR

AI Engineer (Azure/Python): Designing and building production-ready AI and machine learning solutions with an accent on generative AI including LLMs and RAG architectures. Focus on developing Python services, APIs, data pipelines, deploying containerised services using Kubernetes and AKS, and implementing MLOps practices.

Location: Hybrid in Cardiff, UK

Company

Leading UK financial services group and major global investor providing retirement and protection solutions.

What you will do

• Design and build production-ready AI and machine learning solutions on Azure
• Develop and maintain Python services, APIs, and data pipelines
• Implement and improve generative AI solutions including LLMs and RAG architectures
• Contribute to CI/CD pipelines, model lifecycle management, and operational monitoring
• Deploy and support containerised AI services using Kubernetes and AKS
• Apply testing, security, and governance best practices throughout the development lifecycle
• Collaborate in agile teams with code reviews and knowledge sharing

Requirements

• Hands-on experience building and running AI or machine learning solutions in production
• Strong Python skills and understanding of machine learning fundamentals
• Experience with generative AI concepts such as LLMs, prompt engineering, or RAG pipelines
• Working knowledge of Azure AI services and cloud-based architectures
• Experience with CI/CD, MLOps, or GenAIOps practices
• Familiarity with containerisation and Kubernetes-based deployments
• Understanding of secure, maintainable software development in regulated environments
• Clear communication skills and ability to work in cross-functional teams

Culture & Benefits

• Competitive base salary, performance-related bonus, and share schemes
• Generous pension contribution, life assurance, and healthcare plan
• At least 25 days holiday plus public holidays, option to buy/sell holiday
• Competitive family leave and electric car scheme
• Discounts on products and high street stores
• Flexible working options including part-time and job shares where possible
• Sustainable, modern offices across the UK