Senior Research Scientist (Architectures Research)

Added
15 days ago
Type
Full time
Salary
Salary not provided

Related skills

python machine learning training transformers llm
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๐Ÿ“‹ Description

  • Formulate original research questions around model architectures, efficiency, reasoning, memory and
  • Translate ideas into rigorous experiments with hypotheses, criteria and metrics.
  • Design, implement and evaluate architectural changes at meaningful model scales.
  • Research efficient attention, long-context memory, sparse computation and adaptive inference.
  • Investigate reasoning, continual adaptation and dynamic inference methods.
  • Develop methods to preserve quality while reducing training and inference costs.

๐ŸŽฏ Requirements

  • PhD in machine learning or closely related field, or equivalent depth of research.
  • Deep understanding of transformers, attention, language-model training and modern NN architectures.
  • Strong publication record or evidence of original research.
  • Ability to formulate hypotheses, design rigorous experiments and interpret results.
  • Strong Python programming with a modern deep-learning framework.
  • Hands-on experience training/evaluating ML models at scale.

๐ŸŽ Benefits

  • Competitive compensation.
  • Opportunities for career growth and professional development.
  • Flexible working environment with ownership and autonomy.
  • Collaborative culture with researchers, engineers and AI specialists.
  • Opportunity to work on frontier AI projects with real-world impact.
  • International environment with cross-functional collaboration.
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