Prediction组介绍：预测模块上游对接感知，下游对接决策规划。通过感知信息对周围障碍物未来可能的行为进行预测。预测团队分钟构建各种深度学习模型，对周围环境中的动态障碍物做出各种预测。如意图预测、轨迹预测、障碍物与无人车交互方式预测等。对于缺乏数据的长尾场景，预测团队还需要通过场景特征分析和逻辑推理的方式，生成相应的预测补充。WeRide.ai is looking for a machine learning engineer for the prediction team. In this impactful role, you will collaborate with a best-in-class team of engineers to tackle hard problems and help advance mobility solutions to improve everyday lives.You will be responsible in such fields:Active learning and Bayesian optimizationAnomaly detectionDeep networksDistributed/parallel learning algorithmsLearning controlPredictive modeling Requirements:PhD or master in Computer Science/Engineering, ML/DL, Electrical Engineering, or a related field.Relevant work or lab experience in Machine Learning, Deep Learning or High-Performance ComputingExcellent knowledge of theory and practice of machine learning.Excellent programming skills in some rapid prototyping environment such as MATLAB or Python; C++ and parallel programming (e.g., CUDA) is a plus.Knowledge of common machine learning frameworks.Track record of research excellence or significant product development.Knowledge of application areas such as computer vision or roboticsPreferred to have:Strong understanding of recent advancements in machine learning research