Staff Machine Learning Engineer
4 days ago
We are seeking a highly skilled Staff Machine Learning Engineer - AI Foundation to join our team at XPeng Motors.
The ideal candidate will have a deep understanding of large-scale deep learning models and experience with PyTorch.
Responsibilities include designing, training, and deploying large deep learning models that can leverage vast amounts of labeled and unlabeled data from a fleet of million vehicles.
Additionally, the candidate will work with a team of talented software engineers, machine learning engineers, and research scientists to push the boundary of state-of-the-art machine learning models for autonomous driving.
Key Responsibilities:
- Design and train large deep learning models using PyTorch
- Deploy models to production environments
- Collaborate with cross-functional teams to develop and implement machine learning solutions
Requirements:
- PhD in CS/CE/EE or equivalent industry experience
- Deep knowledge of PyTorch and model training frameworks
- Experience with large-scale distributed training of models
- Strong understanding of transformer architecture and ways to accelerate training and inference
What We Offer:
- A fun, supportive, and engaging work environment
- State-of-the-art computational resources and infrastructure
- Opportunities to work on cutting-edge technologies with top talents in the field
- Competitive compensation package
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