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BasetenBasetenSan Francisco, CA

Senior Product Engineer - Training Platform

Senior engineer building AI training platform features like multi-node training and serverless RL. Owns full stack from API/UI to infrastructure, fine-tunes models, and collaborates with researchers. Requires 5+ years experience in software, distributed systems, and developer tools.

200k – 275k/yr
On-site5+ YOEFullstack Engineering

About the role

Example Initiatives

  • Checkpointing Pipeline: Automated checkpointing with seamless deployment to inference servers like vLLM.
  • Multinode training: Kubernetes-based multi-node training for large models like GLM 4.7 and DeepSeek.
  • Training DX: Enhanced metrics, CLI, and UI for fast iteration.

Responsibilities

  • Iterate rapidly on features.
  • Design ergonomic APIs and abstractions.
  • Work throughout the stack (API, backend, database, infra; frontend plus).
  • Fine-tune and deploy models.
  • Partner with model developers and research engineers.
  • Drive reliability and development velocity improvements.
  • Fix bugs and resolve customer issues urgently.

Requirements

  • 5+ years experience building software applications.
  • Deep knowledge of web stack, databases, and distributed systems.
  • Experience developing developer tooling or infrastructure products.
  • Good taste in developer-oriented products.
  • Interest in ML/AI infrastructure.
  • High agency, ownership, and strong communication skills.

Nice to Have

  • Experience launching features through release cycles (MVP, Beta, GA).
  • Model development experience (SFT, RL, LoRA, etc.).
  • Familiarity with training frameworks (PyTorch, DeepSpeed, NCCL, etc.) and distributed techniques (FSDP).
  • AI products/tooling experience.
  • Frontend fluency.

Benefits

  • Competitive compensation with equity.
  • 100% medical, dental, vision coverage.
  • Generous PTO and Winter Break.
  • Paid parental leave.
  • 401(k).

Skills

KubernetesPyTorchDeepspeedDistributed SystemsAPIsDatabasesvLLMFsdpNcclReinforcement Learning
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