Staff Software Engineer - Data infrastructure

Company: Luma AI
Location: Palo Alto
Posted on: March 7, 2025

Job Description:

We are looking for people with strong Backend Data Engineering capabilities to build highly efficient, resilient systems & pipelines for large-scale data processing. You'll be part of Luma's applied research team and work directly on mission critical work-streams utilizing thousands of GPUs.Responsibilities

• Design, build and automate infrastructure for processing data across multiple clusters of thousands of GPUs.
• Work with researchers to identify and implement technical data requirements, and optimize distributed loading for model training.
• Work cross-functionally for diverse backend engineering needs.
• Design & build performant infrastructure to manage and leverage large-scale datasets for our model training.Experience
  • Requirement of 10+ years of engineering, including 2+ years of work experience in petabyte-level data processing.
  • Very strong generalist python coding.
  • Experience engineering large-scale systems that process and serve petabytes of data.
  • Deep understanding of Kubernetes, SLURM, Ray and other cluster orchestration systems.
  • Experience working with visual data.
  • Experience working closely with ML is a strong plus.
  • Please note this role is not meant for recent grads.$200,000 - $300,000 a yearThe pay range for this position in California is $200,000 - $300,000yr; however, base pay offered may vary depending on job-related knowledge, skills, candidate location, and experience. We also offer competitive equity packages in the form of stock options and a comprehensive benefits plan.All your applications are reviewed by real people.
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Keywords: Luma AI, Palo Alto , Staff Software Engineer - Data infrastructure, IT / Software / Systems , Palo Alto, California