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twelve-labs

Sep 02

Staff ML Research Engineer, Pegasus - Training Performance

Remote · Seoul, South Korea

pythonnodepytorch techfulltime

ashby

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AI TL;DR

You will optimize the training performance of the Pegasus model in Seoul. This role involves enhancing the training code and collaborating with researchers to improve efficiency.

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  1. What would you ship in the first month as Staff ML Research Engineer, Pegasus - Training Performance at twelve-labs?
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  3. How do you explain a production incident to this team?
  4. What would you measure in the first two weeks?
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Job description

You will optimize the training performance of the Pegasus model in Seoul. This role involves enhancing the training code and collaborating with researchers to improve efficiency.

Details

  • Seoul, remote work available
  • Salary not specified
  • Deep hands-on experience in Python and PyTorch required
  • Experience leading complex technical projects

The work

  • Profile and optimize the full training cycle
  • Implement improvements in kernels and parallelism
  • Work with researchers on new architectures and training methods
  • Set the technical direction for training performance