- 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.
Top Skills
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).
