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Lightning AILightning AISan Francisco, CA

Platform Support Engineer

Support ML infrastructure at scale: troubleshoot Kubernetes, GPU clusters, and distributed training systems while collaborating directly with engineering teams and customers.

115k – 140k/yr
HybridSupport Engineering

About the role

Required Qualifications

Infrastructure & Systems

  • Strong software engineering and systems troubleshooting background
  • Experience with Kubernetes and containerized environments
  • Linux systems knowledge, including networking, storage, process management, and performance tuning
  • Experience with cloud infrastructure and distributed systems
  • Experience with observability and debugging tools such as Prometheus, Grafana, or OpenTelemetry

ML Infrastructure Experience

  • Hands on experience operating machine learning workloads in production or research environments
  • Experience with distributed ML systems and tooling such as PyTorch, CUDA, or NCCL
  • Familiarity with GPU infrastructure and orchestration
  • Experience troubleshooting performance, reliability, or scaling issues in ML infrastructure
  • Understanding of the operational challenges involved in running ML systems at scale

Collaboration

  • Strong communication skills and ability to work directly with highly technical customers and engineering teams
  • Comfortable operating in fast moving, highly ambiguous environments
  • Enjoys solving complex technical problems collaboratively

Nice-to-Haves

  • Experience with large scale model training or distributed inference systems
  • Familiarity with Ray, Kubeflow, Slurm, or similar distributed scheduling platforms
  • Experience with InfiniBand, RDMA, or high-performance networking
  • Experience operating bare metal infrastructure
  • Familiarity with storage systems commonly used in ML environments
  • Experience working at an AI infrastructure, cloud, MLOps, or developer tooling company
  • Contributions to platform engineering, developer infrastructure, or operational tooling projects
  • Experience writing automation, tooling, or scripts in Python or similar languages

Skills

KubernetesLinuxPrometheusGrafanaOpenTelemetryPyTorchCUDANcclPythonRay
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