The Infrastructure Engineer (ML Systems) at Hcompany is responsible for managing the GPU compute that underpins model training and evaluation. This role involves running Kubernetes clusters, improving GPU scheduling, and debugging system failures, thereby ensuring that the production environment remains reliable. Candidates should have experience with GPU workloads and strong Python skills, with a preference for those familiar with Kubernetes and cloud services.