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Senior AI Engineer

2 months ago

Santa Clara, California, United States XPENG Full time
About the Role

Xpeng Motors is a leading technology-driven company that is revolutionizing the transportation industry with its electric cars and autonomous driving technology. As a key player in this revolution, we are seeking a highly skilled Senior AI Engineer to join our team and contribute to the development of advanced humanoid robots and large language models.

Key Responsibilities
  • Fine-tune pre-trained large language models (LLMs) for specific use cases in humanoid robots and autonomous driving cars, such as chat and API calling.
  • Design and implement efficient LLMs that can be deployed locally in robots and cars, leveraging techniques such as weight sharing and model quantization.
  • Develop and maintain LLM training and deployment pipelines that can scale to massive production, ensuring seamless integration with our robotic and autonomous driving systems.
  • Explore innovative ways to leverage large-scale datasets and computational resources to improve LLM performance and efficiency.
  • Collaborate with cross-functional teams to align product needs and ensure effective communication throughout the company.
Requirements
  • Ph.D. in Computer Science or a related field.
  • Strong background in machine learning, natural language processing, computer vision, speech, or data.
  • Experience working with large language models and deep learning frameworks.
  • Excellent Python programming skills and software development experience.
  • Open-minded, collaborative, and excellent communication skills.
Preferred Qualifications
  • Deep understanding of modern language model architectures and training techniques.
  • Familiarity with large language models and relevant technologies, such as SFT, RLHF, prompt engineering, and RAG.
  • Record of publications, innovations, or leadership in the field of AI and robotics.
What We Offer
  • A fun, supportive, and engaging work environment.
  • Opportunity to make a significant impact on the transportation revolution by advancing autonomous driving and robotics.
  • Opportunity to work on cutting-edge technologies with top talent in the field.
  • Competitive compensation package, including bonus, equity, and benefits.
  • Snacks, lunches, and fun activities to foster a positive work-life balance.