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Software Engineer

Netflix - 1d ago

Company Logo

Senior Software Engineer

Reddit - 4d ago

Software Engineer, Model Inference

OpenAI - San Francisco, United States

Requirements:

  • Have an understanding of modern ML architectures and an intuition for how to optimize their performance, particularly for inference.
  • Own problems end-to-end, and are willing to pick up whatever knowledge you're missing to get the job done.
  • Have at least 3 years of professional software engineering experience.
  • Are an expert in core HPC technologies: InfiniBand, MPI, CUDA.
  • Understand how to overlap compute and communication to maximize utilization of scarce compute, memory, and bandwidth resources.
  • Have experience architecting, observing, and debugging production distributed systems.
  • Have a humble attitude, an eagerness to help your colleagues, and a desire to do whatever it takes to make the team succeed.
  • Have needed to rebuild or substantially refactor production systems several times over due to rapidly increasing scale.
  • Are self-directed and enjoy figuring out the most important problem to work on.
  • Have a good intuition for when off-the-shelf solutions will work, and build tools to accelerate your own workflow quickly if they won’t.

What You'll Be Doing:

  • Work alongside machine learning researchers, engineers, and product managers to bring our latest technologies into production.
  • Introduce new techniques, tools, and architecture that improve the performance, latency, throughput, and efficiency of our deployed models.
  • Build tools to give us visibility into our bottlenecks and sources of instability and then design and implement solutions to address the highest priority issues.
  • Optimize our code and fleet of Azure VMs to utilize every FLOP and every GB of GPU RAM of our hardware.

Nice to Haves:

  • None specified

Perks and Benefits:

  • Competitive compensation range: $200K - $370K
  • Equal opportunity employer
  • Commitment to providing reasonable accommodations to applicants with disabilities
Experience: Senior
Posted: March 25, 2024

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