Remote roles building the infrastructure behind AI products — training and serving pipelines, orchestration with Ray and Kubernetes, observability, and cost control. Verified by shipped infrastructure.
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They build and operate the systems that train, deploy, and monitor models in production — pipelines, orchestration, observability, and the reliability and cost engineering around them.