NovatoRecruiter Since 2001
the smart solution for Novato jobs

Performance Engineer

Company: Anthropic Limited
Location: San Francisco
Posted on: October 25, 2024

Job Description:


Running machine learning (ML) algorithms at our scale often requires solving novel systems problems. As a Performance Engineer, you'll be responsible for identifying these problems, and then developing systems that optimize the throughput and robustness of our largest distributed systems. Strong candidates here will have a track record of solving large-scale systems problems and will be excited to grow to become an expert in ML also.
You may be a good fit if you:


  • Have significant software engineering or machine learning experience, particularly at supercomputing scale
  • Are results-oriented, with a bias towards flexibility and impact
  • Pick up slack, even if it goes outside your job description
  • Enjoy pair programming (we love to pair!)
  • Want to learn more about machine learning research
  • Care about the societal impacts of your work

    Strong candidates may also have experience with:

    • High performance, large-scale ML systems
    • GPU/Accelerator programming
    • ML framework internals
    • OS internals
    • Language modeling with transformers

      Representative projects:

      • Implement low-latency high-throughput sampling for large language models
      • Implement GPU kernels to adapt our models to low-precision inference
      • Write a custom load-balancing algorithm to optimize serving efficiency
      • Build quantitative models of system performance
      • Design and implement a fault-tolerant distributed system running with a complex network topology
      • Debug kernel-level network latency spikes in a containerized environment

        Deadline to apply:None. Applications will be reviewed on a rolling basis.
        #J-18808-Ljbffr

Keywords: Anthropic Limited, Novato , Performance Engineer, Engineering , San Francisco, California

Click here to apply!

Didn't find what you're looking for? Search again!

I'm looking for
in category
within


Log In or Create An Account

Get the latest California jobs by following @recnetCA on Twitter!

Novato RSS job feeds