- Design, train, and deploy large deep learning models that can leverage the vast amount of labeled and unlabeled data from a fleet of million vehicles.
- PhD in CS/CE/EE, or equivalent, in industry experience.
- Deep knowledge of PyTorch.
- Knowledge of model training framework (e.g. PyTorch Lightning)
- In-depth knowledge of transformer architecture and ways to accelerate the training and inference of transformer models.
- Experience of performing large scale distributed training of models.
- A track record of profiling model and doing detective work to improve model training and inference speed.
- Previous experience in the autonomous driving industry.
- Experience with cuda or Triton language for writing custom ops.
- Knowledge of Nvidia TensorRT.
- Experience with edge computing systems.
- A track record of efficiently solving complex problems collaboratively on larger teams
- A fun, supportive and engaging environment
- Infrastructures and computational resources to support your work.
- Opportunity to work on cutting edge technologies with the top talents in the field.
- Opportunity to make significant impact on the transportation revolution by the means of advancing autonomous driving
- Competitive compensation package
- Snacks, lunches, dinners, and fun activities
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What We Do
Xpeng Motors is a leading Chinese electric vehicle and technology company that designs and manufactures intelligent automobiles that are seamlessly integrated with the Internet and utilize the latest advances in artificial intelligence. Focusing on China’s young and tech-savvy consumer base, XPENG Motors strives to offer smart mobility solutions with technology innovation and cutting-edge R&D. The company’s initial backers include its CEO & Chairman He Xiaopeng, the founder of UCWeb Inc. and a former Alibaba executive. It was co-founded in 2014 by Henry Xia and He Tao, former senior executives at Guangzhou Auto with expertise in innovative automotive technology and R&D. It has received funding from prominent Chinese and international investors including Alibaba Group, Foxconn Group and IDG Capital. Currently with 3,000 employees, the company is headquartered in Guangzhou and has design, R&D, manufacturing and sales & marketing divisions in Silicon Valley, San Diego, Beijing, Shanghai, Zhaoqing (Guangdong Province) and Zhengzhou (Henan Province).
