Demo

AI engineer - Distributed Systems

Luma AI
San Francisco, CA Full Time
POSTED ON 3/8/2025 CLOSED ON 4/6/2025

What are the responsibilities and job description for the AI engineer - Distributed Systems position at Luma AI?

Responsibilities

  • Work closely with the rest of the research team on experiment tracking and tooling to ensure large-scale training runs can be logged and analyzed with low overhead
  • Automate & evolve the handling of python environments using tools such as docker and uv, as well as handling compilation of custom packages to ensure experiments and training runs can be reproduced
  • Set up & maintain CI/CD pipelines to automatically test large codebases, optimizing for test coverage
  • Work on documentation & type correctness
  • Define test suites to automatically test cluster stability & performance for distributed ML workloads
  • Debug and resolve systems issues, ensuring that they are triaged & handled in a timely manner

Must have experience

  • Excellent software engineering skills, particularly with experience in maintaining & working on typed & tested Pytorch code bases
  • Experience with PyTorch
  • Experience with Slurm
  • Experience with Github CI/CD
  • Experience with Docker

Compensation Range: $220K - $300K

Salary : $220,000 - $300,000

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