预测算法工程师（2025届校招）
薪资面议
知春路6号锦秋大厦B座 1001/西丽云科技大厦21楼01单位/圣何塞/广州市黄埔区国际生物岛螺旋大道66、68、70号合景科盛广场 /Razer SEA, 1 One-north Crescent, Level 7, Suite 7005, Singapore 138538/上海市徐汇区虹梅路1801号凯科大厦2层文远知行公司
2025-02-24
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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 optimization
- Anomaly detection
- Deep networks
- Distributed/parallel learning algorithms
- Learning control
- Predictive 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 Computing
- Excellent 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 robotics
Preferred to have:
- Strong understanding of recent advancements in machine learning research
