Xpeng Motors
Senior Staff Computer Vision Engineer
Santa Clara, CA, US
In-personFull time roleSenior Level
22 days ago
About the Job
- Optimize large-scale multimodal models for low-latency inference and efficient memory usage across diverse hardware platforms.
- Apply state-of-the-art model compression techniques, including quantization (e.g., INT8/FP16), pruning, and knowledge distillation.
- Develop and integrate custom inference kernels targeting GPU or custom AI accelerators.
- Build profiling tools and performance models to analyze bottlenecks and guide optimization strategies.
- Contribute to real-world deployment efforts in autonomous driving systems, including on-vehicle testing and iteration.
- Track the latest research in efficient ML inference and integrate relevant techniques into production pipelines.
- Master’s or Ph.D. in Computer Science, Electrical Engineering, or related field.
- Strong coding skills in C++ and Python with a focus on performance and scalability.
- Proficient in deploying deep learning models using TensorRT, ONNX Runtime, or TVM.
- Familiarity with CUDA programming and parallel computing principles.
- Solid understanding of model inference workflows and system-level performance tuning.
- Experience in quantization-aware training or post-training quantization.
- Effective communicator and collaborative team player.
- Hands-on experience with deploying vision-language or large multimodal models.
- Familiarity with low-precision inference (INT8/FP16), kernel fusion, and operator-level optimization.
- Experience in autonomous driving, robotics, or edge AI applications.
- Track record of open-source contributions or publications in ML/AI conferences (e.g., NeurIPS, ICML, CVPR).
- Background in system profiling, latency modeling, or compiler-level optimization.
- 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
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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