Senior Research Scientist (Architectures Research)

Added
15 days ago
Type
Full time
Salary
Salary not provided

Related skills

python transformers llm distributed training attention

๐Ÿ“‹ Description

  • Formulate original and high-impact research questions around model architectures, efficiency
  • Translate research ideas into rigorous experimental programs with clear hypotheses, evaluation
  • Design, implement and evaluate architectural changes at meaningful model scales.
  • Research efficient, sparse and adaptive attention mechanisms, long-context architectures
  • Investigate new approaches to reasoning, continual adaptation and dynamic inference.
  • Develop methods that preserve or improve model quality while reducing training and inference costs.

๐ŸŽฏ Requirements

  • PhD in machine learning or a closely related field, or equivalent depth of research experience.
  • Deep understanding of transformers, attention mechanisms, language-model training and modern neural
  • Strong track record of research publications or comparable evidence of original and impactful
  • Proven ability to formulate research hypotheses, design rigorous experiments and extract meaningful
  • Strong implementation skills in Python and experience with a modern deep-learning framework.
  • Hands-on experience training, evaluating or experimenting with machine-learning models at scale.

๐ŸŽ Benefits

  • Competitive compensation.
  • Opportunities for career growth, continuous learning and professional development.
  • Flexible working environment with a high degree of ownership and autonomy.
  • Collaborative and innovative culture bringing together experienced researchers, engineers and AI
  • Opportunity to work on impactful, frontier AI projects with potential applications across
  • International environment with talented teams and opportunities for cross-functional collaboration.
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