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 research ideas into rigorous experimental programs with clear hypotheses and 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 to preserve or improve model quality while reducing training and inference costs.

๐ŸŽฏ Requirements

  • PhD in ML or related field, or equivalent depth of research experience.
  • Deep understanding of transformers, attention, language-model training and modern architectures.
  • Strong track record of research publications or equivalent impact.
  • Ability to formulate hypotheses, design rigorous experiments and draw meaningful conclusions.
  • Strong Python implementation skills and experience with modern deep-learning frameworks.
  • Hands-on experience training/evaluating ML models at scale.

๐ŸŽ Benefits

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