NIO

端到端算法工程师

NIO  •  Onsite  •  1 month ago
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Job Description

端到端算法工程师北京实习数字技术 - 算法职位 ID:A72815职位描述- 参与深度学习、强化学习等相关算法的研究与实现;
- 在实际场景中开展强化学习(如 PPO、SAC、GRPO/DPO 等)的实验与改进;
- 支持智能辅助驾驶或RL闭环仿真等前沿应用方向的研发工作;
- 撰写技术文档,参与团队技术分享与学术交流。
- 支持团队完成数据处理、模型训练与实验分析。职位要求在读硕士或博士,计算机、人工智能、自动化、电子工程或相关专业,距离毕业 1 年及以上;
- 熟悉深度学习主流模型与架构(Transformer、Diffusion);
- 对强化学习方法有一定理解,熟悉以下任一方向:
- 主流 RL 算法(DQN、DDPG、SAC、PPO、GRPO 等);
- 强化学习在轨迹预测、决策规划或模拟环境中的应用;
- 世界模型(World Model)、3DGS 或基于 RL 的闭环仿真;
- 有视觉感知 / slam / 端到端模型 / 强化学习 相关项目经验或学术研究经验;
- 熟练使用 Python、C++、Shell 等编程语言,熟练掌握git;
- 熟悉至少一种主流深度学习框架(如PyTorch );
- 每周可保证 4-5 天全天在岗,具备良好的沟通能力与团队协作精神。
加分项
- 在顶会/期刊(CVPR/ICCV/NeurIPS/ICLR 等)发表相关论文;
- 熟悉开源工具链(如 nuScenes、Waymo、NuPlan、MMDetection3D 等);
- 有闭环仿真或强化学习环境搭建经验。 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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