XPENG is a leading smart technology company at the forefront of innovation, integrating advanced AI and autonomous driving technologies into its vehicles, including electric vehicles (EVs), electric vertical take-off and landing (eVTOL) aircraft, and robotics. With a strong focus on intelligent mobility, XPENG is dedicated to reshaping the future of transportation through cutting-edge R&D in AI, machine learning, and smart connectivity.
Job Responsibilities
Fine-tune the pre-trained LLM on particular use cases in Humanoid Robots and Autonomous Driving Cars, e.g. chat, API calling, etc.
Work on efficient LLMs (e.g. small LLMs, weight sharing, model quantization, etc.) that can be deployed locally in Robots and Cars.
Develop and maintain the LLM (including multi-modal LLM) training and deployment pipelines that could scale to massive production.
Work on efficient and effective ways to leverage large scale dataset and computational resource.
Explore novel ways to generate synthetic data to improve the data diversity & quality.
Communicate and align with different teams on product needs across the company
Minimum Skill Requirements:
Ph.D in Computer Science or related fields.
Solid background in machine learning, natural language processing (NLP), computer vision,
speech or data.
Experience in working with LLMs
Strong python programming skills & software development, and strong experience with any
major deep learning framework.
- Open-minded, collaborative and excellent communication skills
Preferred Skill Requirements:
Deep understanding of language model modern architectures, ‘under the hood’ LLM training knowledge, quantization techniques, etc.
Familiarity of large language models (LLMs) relevant technologies, such as SFT, RLHF, prompt engineering, RAG, etc.
Record of publications, innovations or leadership.
What do we provide:
A fun, supportive and engaging environment
Opportunity to make significant impact on transportation revolution by the means of
advancing autonomous driving
Opportunity to work on cutting edge technologies with the top talent in the field
Competitive compensation package
Snacks, lunches, and fun activities
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).
