Xpeng Motors
Staff Computer Vision Engineer
Santa Clara, CA, US
In-personFull time roleSenior Level
30 days ago
About the Job
- Design multimodal (image/video/text) models using state-of-the-art machine learning and neural network algorithms.
- Create and curate training datasets; iteratively refine data based on model performance and project requirements.
- Implement and optimize distributed training frameworks to accelerate model development.
- Collaborate with deployment teams to enable efficient edge and on-device model deployment.
- Stay current with academic research and integrate novel algorithms into production workflows.
- Coordinate cross-functional efforts across teams and departments.
- Master’s or Ph.D. in Computer Science or a related field, with strong expertise in computer vision and machine learning.
- Hands-on experience in model development (CV/VL models) and algorithm optimization.
- Proficiency in PyTorch or TensorFlow, and experience with data preprocessing techniques.
- Strong collaboration and communication skills.
- Ability to read, interpret, and implement research papers effectively.
- Experience coordinating across multiple teams.
- Familiarity with large-scale model pretraining, quantization, or distributed training.
- Publications in top-tier conferences (e.g., CVPR, ICCV, NeurIPS) or contributions to open-source projects.
- Experience with edge device deployment or applications in autonomous driving.
About the Company
Xpeng Motors
Guangzhou, Guangdong Province, China
5000 +
<p>XPENG is a leading tech company that designs, develops, manufactures, and markets intelligent mobility solutions. We explore the diversity of mobility including electric vehicles (EVs), electric vertical take-off and landing (eVTOL) aircraft, and robotics. We focus on creating a future of mobility that uses thoughtful and empathetic intelligence to improve the driving experience. XPENG is committed to in-house R&D, with almost 40% of our employees working in R&D-related areas helping to develop our expanding product portfolio. The Company has created a full-stack Advanced Driver Assistance System (XPILOT), as well as an intelligent operating system (Xmart OS) for an enhanced in-car experience. XPENG has also developed core vehicle systems for enhanced driving capabilities, including powertrains and advanced electronic architecture. XPENG is headquartered in Guangzhou, China with multi-regional offices in Beijing, Shanghai, Shenzhen, Silicon Valley, and San Diego. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm. XPENG's EVs are manufactured at the fully-owned plant located in Zhaoqing, China. To further expand our production capacity, two new self-owned intelligent EV manufacturing bases in Guangzhou and Wuhan are under construction now.</p>
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