NIO

大模型端到端算法工程师

NIO  •  Onsite  •  14 days ago
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Job Description

大模型端到端算法工程师北京社招全职数字技术硕士及以上1-3 年职位描述职位描述
1.负责端到端规划模型纵向驾驶能力的优化,覆盖起步,提速、保持车距、碰撞避免、防御性限速等关键场景,提升行驶安全与体验。
2.结合业务经验高效筛选目标场景数据,对模型进行监督微调,实现性能的精细迭代。
3.设计纵向决策的强化学习奖励函数,搭建RL训练与数据闭环,驱动模型持续进化。
4.跟进端到端自智能辅助驾驶前沿技术,参与算法在量产平台上的部署与落地。职位要求职位要求
1.硕士及以上学历,计算机、人工智能、自动化、机器人等相关专业,2年以上工作经验。
2.扎实的深度学习基础,精通监督学习与强化学习算法,熟练使用PyTorch等主流框架。
3.理解智能辅助驾驶规划任务,熟悉端到端模型(如模仿学习、强化学习)的常用方法,有相关项目经验。
4.具备优秀的工程落地能力,能独立完成数据处理、模型训练与深度分析。
5.面对开放问题有很强的自学与拆解能力,善于团队协作,沟通主动。
加分项
1.具有端到端智能辅助驾驶(如UniAD、VAD等)或规划决策模块的实际研发经验。
2.在机器人/智能辅助驾驶领域有丰富的强化学习落地经验,曾设计并调优复杂奖励函数。
3.在CVPR、ICRA、NeurIPS等顶级会议发表过规划或决策相关论文。
4.博士学历优先。 投递
NIO

About NIO

NIO is a pioneer and a leading company in the premium smart electric vehicle market. Founded in November 2014, NIO’s mission is to shape a sustainable and brighter future together. NIO aims to build a community starting with smart electric vehicles to share joy and grow together with users.

NIO designs, develops, jointly manufactures and sells premium smart electric vehicles, driving innovations in next-generation technologies in autonomous driving, digital technologies, electric powertrains and batteries. NIO differentiates itself through its continuous technological breakthroughs and innovations, such as its industry-leading battery swapping technologies, Battery as a Service, or BaaS, as well as its proprietary autonomous driving technologies and Autonomous Driving as a Service, or ADaaS.

NIO’s models for sale include the all-new smart electric flagship SUV ES8, the smart electric flagship coupe SUV EC7, the smart electric mid-large SUV ES7, the smart electric flagship sedan ET7, the all-new smart electric all-round SUV ES6, the all-new smart electric coupe SUV EC6, the smart electric mid-sized sedan ET5, and the smart electric tourer ET5T.

Industry
Unknown
Company Size
5,001-10,000 employees
Headquarters
Jiading, CN
Year Founded
Unknown
Website
nio.com
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