自动驾驶大模型算法实习生
北京
校招
实习
算法类
职位描述
我们正在寻找对自动驾驶与人工智能前沿技术充满热情的算法实习生，加入我们自动驾驶大模型研发团队，参与下一代自动驾驶大模型的构建与优化。实习生将有机会深入参与核心算法研发、模型训练与部署优化，推动自动驾驶系统在复杂场景下的泛化与智能决策能力提升。 岗位职责 1. 参与自动驾驶世界模型（World Model）的设计与实现，探索多模态信息融合与时序建模，探索 World Model Action 架构，提升对驾驶场景的理解与预测能力；探索强化学习（Reinforcement Learning）在自动驾驶决策规划中的应用，优化策略学习与奖励机制； 2. 跟踪并复现自动驾驶与大模型领域最新研究成果，参与论文撰写与技术落地；负责模型训练、推理优化及性能调优，推动算法在实际场景中的落地验证
职位要求
计算机、人工智能、机器人、自动化、数学等相关专业硕士及以上学历（优秀本科生也可考虑）； 熟悉深度学习框架（如PyTorch、TensorFlow）； 具备扎实的算法基础，熟悉多模态学习 、序列建模 、强化学习 等方向； 有以下任一方向经验者优先： World Model 、VLA/XLA 模型； 自动驾驶相关任务（如感知、端到端、轨迹预测、行为规划）； 有顶会论文（CVPR、ICCV、ECCV、NeurIPS、ICLR、IROS、CoRL等）发表经验者优先； 参与过自动驾驶或AI相关竞赛（如nuScenes、KITTI、AI Driving Olympics、Kaggle等）并取得优异成绩者优先； 良好的沟通能力和团队协作精神，具备快速学习与独立解决问题的能力。
投递
Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.
Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.
Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.
Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.
