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Reflection

Member of Technical Staff - Pre-Training

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Description

You will research and build solutions for algorithms, scaling laws, data processing, optimizers, and model architecture. You will run experiments on language-model scaling and data efficiency, implement deep learning methods, lead research projects, optimize training infrastructure, and contribute from low-level optimization through high-level model design.

Responsibilities

  • Research and build solutions across algorithms scaling laws data processing optimizers and model architecture
  • Design and run experiments on language model scaling and data efficiency
  • Implement deep learning methods
  • Lead small research projects
  • Optimize training infrastructure for efficient scaling
  • Contribute from low-level optimization through high-level model design

Requirements

  • Computer science
  • Machine learning
  • Software engineering
  • ETL
  • Training data
  • Language model
  • Distributed training
  • Python
  • PyTorch
  • Deep learning
  • Communication

Benefits

  • Stock options
  • Medical insurance
  • Dental insurance
  • Vision insurance
  • Life insurance
  • Annual wellness allowance
  • Daily office lunch and dinner
  • 22 weeks of paid parental leave
  • Unlimited paid time off in the U.S.
  • 30 days of vacation in the U.K.
  • Visa sponsorship
  • Regular off-sites
  • Happy hours
  • Team celebrations

Skills

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See also

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