Machine Learning System Engineer Intern

Summary

Join XPeng Motors, a leading smart electric vehicle company, as a full-time machine learning intern this fall. You will work with a team of machine learning researchers to build AI software systems, learn about deep learning algorithms, and use your technical skills to advance autonomous driving.

Requirements

• PhD or Master in computer science, electrical engineering, or other related fields
• Experience in working with CNNs/RNNs and generative models such as LLMs, diffusion models
• Programming fluently in Python with a deep understanding of software design, programming techniques, and algorithms
• Master one of several mainstream machine learning development framework such as TensorFlow, PyTorch, MXNet
• Able to do full-time internship in fall 2024

Responsibilities

• Research areas encompass a wide range of topics in the areas of Foundation Models, such as building LLM from scratch, RLHF, multi-model generative modeling, scalable end-to-end models for Autonomous Driving etc
• Work with cross teams to deploy machine learning solutions to continuously improve SOTA performance for multiple perception tasks, e.g., object detection, segmentation, etc
• Deliver pre-trained and finetuned models to achieve the most intelligent autonomous driving system in class
• Work with massive image and video label/unlabeled dataset to build a robust and scalable data driven model

Benefits

• 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