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python pytorch machine learning training scaling📋 Description
- Lead researchers and engineers on large-scale ML for training and inference.
- Define a research roadmap to improve training, serving, and adapting LLMs at scale.
- Drive algorithms for large-scale neural network training and inference.
- Optimize end-to-end ML systems for distributed training and compute efficiency.
- Partner with product/engineering to translate research into customer capabilities.
- Hands-on coding in Python and PyTorch; prototyping and integration with production.
🎯 Requirements
- Proven ability to lead a research team on foundation model efficiency.
- Deep expertise in generative AI, LLMs, or distributed ML systems.
- Strong programming in Python and PyTorch for research.
- Translate research into scalable product capabilities.
- Excellent communication, leadership, and cross-functional collaboration.
- Hands-on benchmarking and empirical validation experience.
🎁 Benefits
- Health, dental, and vision coverage.
- Generous PTO and parental leave.
- 401(k) with company match.
- Professional growth and conference opportunities.
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