Member of the Technical Staff, Molecular Generation

Added
2 hours ago
Type
Full time
Salary
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Related skills

python pytorch biological data distributed training multi-modal

πŸ“‹ Description

  • Design and build generative architectures for molecular data across modalities.
  • Develop training methods that learn from diverse signals to create novel structures.
  • Enable controllable, targeted generation to meet properties and constraints.
  • Integrate biological reasoning from our foundation model to guide generation.
  • Own end-to-end training: design experiments, multi-GPU training, hyperparameter tuning.
  • Design evaluation frameworks to measure biological meaning, validity, and novelty.

🎯 Requirements

  • PhD in CS/ML/Physics/Math or related; 2+ years post-doc or 5+ years hands-on.
  • Strong publication record in generative methods (NeurIPS, ICML, ICLR).
  • Extensive experience designing, building, and training deep generative models.
  • Proficient in Python and PyTorch; experience with distributed multi-GPU training.
  • Own full research-to-training pipeline; train and ship models.
  • Production-quality, well-tested code; comfortable with version control and code reviews.

🎁 Benefits

  • We encourage new ideas, creativity and contrarian thinking.
  • Healthy, feedback-focused environment with constructive feedback and growth.
  • You own your day-to-day management; we hit milestones together.
  • Competitive salary and equity in a growing startup.
  • Excellent medical, dental, and vision coverage.
  • Supportive leadership and opportunities for growth.
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