Senior Research Scientist (Architectures Research)

Added
14 days ago
Type
Full time
Salary
Salary not provided

Related skills

python transformers llm distributed training inference
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๐Ÿ“‹ Description

  • Formulate original research questions around model architectures, efficiency, reasoning, memory and
  • Design rigorous experimental programs with hypotheses, evaluation criteria and measurable outcomes.
  • 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 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 work.
  • Ability to formulate hypotheses, design rigorous experiments and draw meaningful conclusions from
  • Strong implementation skills in Python with a modern deep-learning framework.
  • Hands-on experience training, evaluating or experimenting with ML models at scale.

๐ŸŽ Benefits

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