The Principal Machine Learning Infrastructure Engineer at PhysicsX plays a crucial role in extending and operating the infrastructure that supports model training and serving pipelines. This position is essential for ensuring efficient and reliable training of large physics models within a collaborative research environment. Key responsibilities include designing distributed training infrastructure, optimizing training pipelines, and building systems for experiment tracking and observability.