Senior Research Scientist (Architectures Research)
JobgetherRemotely
pythonllmtransformersmemorydistributed trainingattentionefficient inference
Job Description
📋 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.
🎯 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.
🎁 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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