- Proven experience delivering production-grade LLM solutions.
- Demonstrated success deploying AI solutions that generated measurable business outcomes.
- Hands-on experience with Large Language Models such as OpenAI, Claude, Gemini, Llama or equivalent.
- Hands-on experience with prompt engineering, Retrieval Augmented Generation (RAG), AI agents and agentic workflows.
- Experience with model orchestration frameworks, AI evaluation frameworks and model performance optimisation.
- Experience integrating LLMs into enterprise applications and business workflows.
- Understanding of AI security, privacy, explainability, fairness, governance and responsible AI controls.