into working systems Communicate your work through technical reports, demonstrations, publications and industry events Essential Skills/Experience Practical experience with machine learning or LLM systems Strong Python development skills and confidence working in Linux environments Working knowledge of Kubernetes, containers and cloud‐native infrastructure Understanding of distributed systems fundamentals … analysing performance Desirable Skills/Experience Master's degree, PhD, or equivalent industry experience in Computer Science, Engineering or a related field Experience with LLM serving frameworks such as vLLM, TGI, Triton or Ray Serve Knowledge of GPU scheduling, partitioning or resource‐sharing technologies Experience with distributed AI inference, model ...