NIO

自动驾驶训练优化工程师

NIO  •  Onsite  •  17 days ago
Expired
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Job Description

自动驾驶训练优化工程师推荐投递-数字技术类北京社招全职数字技术 - 算法本科及以上5-7 年职位描述围绕数据、模型和算力优化,提升智能辅助驾驶模型训练的效率和规模扩展能力。
设计并优化智能辅助驾驶场景下的视频数据加载、预处理和流式训练方案,提升数据处理效率和系统吞吐量。
协同优化智能辅助驾驶核心模型(如感知、预测、规划)的设计与训练策略,提高模型精度与收敛速度。
应用torch.compile、Triton等技术,优化计算图和分布式训练(数据、模型、张量及Pipeline并行)方案,实现高效算力扩展。
构建自动化优化流程和监控体系,实时分析训练性能,推动系统持续迭代升级,同时支持其他优化探索。职位要求计算机、智能辅助驾驶、人工智能等相关专业本科及以上学历,具备扎实的编程能力(Python/C++)。
具备深度学习模型设计与训练经验,熟悉智能辅助驾驶感知、预测、规划等模型的优化与训练。
熟悉主流深度学习框架(如PyTorch/TensorFlow),具备深度学习计算优化、Triton算子优化、CUDA Kernel优化经验。
熟悉分布式训练优化技术(如FSDP、DeepSpeed、ZeRO),具备数据并行、模型并行、张量并行和Pipeline并行的实践经验。
具备较强的问题分析与解决能力、良好的团队协作能力和自驱力。
加分项:
具备智能辅助驾驶端到端(E2E)训练优化经验,熟悉BEV、Transformer等自动驾驶模型架构。
拥有高性能计算(HPC)或大规模训练系统的优化经验。
具备训练监控、日志分析、自动化优化工具开发经验。
在NeurIPS、ICLR、CVPR等会议发表过相关论文者优先。 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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