XPENG is seeking a Senior Machine Learning Engineer to research and develop cutting-edge deep learning algorithms for a unified, end-to-end onboard model. The ideal candidate will have strong expertise in machine learning and deep learning system design, along with solid software development skills.
Requirements
- MS or PhD level education in Engineering or Computer Science with a focus on Deep Learning, Artificial Intelligence, or a related field, or equivalent experience
- Strong experience in applied deep learning including model architecture design, model training, data mining, and data analytics
- 1-3 years + of experience working with DL frameworks such as PyTorch, Tensorflow
- Strong Python programming experience with software design skills
- Solid understanding of data structures, algorithms, code optimization and large-scale data processing
- Excellent problem-solving skills
- Hands on experience in developing DL based planning engine for autonomous driving
- Experience in applying CNN/RNN/GNN, attention model, or time series analysis to real world problems
- Experience in other ML/DL applications, e.g., reinforcement learning
- Experience in DL model deployment and optimization tools such as ONNX and TensorRT
Benefits
