You’ll work across the full AI lifecycle from experimentation and data engineering through to deployment, monitoring and optimisation.
Build and deploy production-grade AI applications using LLMs, RAG and modern AI architectures
Develop agentic workflows, vector search, embeddings and semantic search
Build scalable data pipelines using Databricks, Python, PySpark and SQL
Develop evaluation and benchmarking frameworks to measure AI performance
Take AI solutions from POC to production
Implement monitoring, observability and quality controls
Establish best practices across MLOps, CI/CD, model versioning and reproducibility
Work directly with product, engineering and business stakeholders
Influence architecture and the wider AI roadmap
Mentor engineers and help raise technical standards across the team
What they’re looking for
Essential:
Strong commercial experience as a Senior AI Engineer, ML Engineer or AI-focused Data Engineer
Expert-level Python
Strong data engineering + SQL skills
Production experience with Databricks
Hands-on experience building LLM-powered applications
Strong understanding of RAG, vector databases, embeddings and semantic search
Experience taking AI systems into production and improving them post-deployment
Experience with Azure , ideally Azure OpenAI and related AI services
Strong software engineering fundamentals - testing, Git, CI/CD and scalable system design
Experience leading projects and working directly with senior stakeholders
Why this role?
This isn't a role where you'll spend 12 months building another AI demo that nobody uses.
The foundations are already there data, infrastructure, investment and executive backing.
You'll have the opportunity to take ownership of genuinely important AI products, influence architecture and help shape how AI is embedded across an entire professional services business.
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