NIO

实习-智能辅助驾驶模型算法实习生 - 变道任务方向

NIO  •  Onsite  •  2 months ago
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Job Description

实习-智能辅助驾驶模型算法实习生 - 变道任务方向蔚来自动驾驶研发团队上海校招实习数字技术 - 算法本科及以上蔚来2027届实习生招募职位 ID:A92181职位描述参与研发planning模型变道任务相关算法研究及优化
负责模型变道性能相关的训练、调优与迭代,提升变道成功率、安全性与舒适性
针对变道场景(危险变道、超车换道、拥堵加塞等)进行模型专项优化
参与变道任务模型发版流程与基建完善
负责变道模型的版本管理、发版测试、仿真与实车效果监控
参与训练数据挖掘与筛选、评测系统优化,建立变道场景专项评测体系
探索端到端网络变道任务的应用落地
研究端到端变道规划方案,推动模型在车端部署与实车验证
负责变道场景 lua checker 开发
开发并维护变道任务相关的lua checker数据挖掘工具,保证挖掘出变道好行为与坏行为的准确率与召回率职位要求本科及以上学历,计算机、自动化、车辆工程、人工智能等相关专业
熟悉在 Linux 平台下的开发工作
有扎实的 Python 开发能力
有智能辅助驾驶规划/决策项目实践或科研经验;熟悉 PyTorch,有深度学习模型训练与调优经验;了解智能辅助驾驶规划领域前沿技术
熟练掌握AI工具辅助编程与算法开发
【加分项】
有「行为规划、决策网络、轨迹预测、意图识别、强化学习」相关经验者优先
熟悉 C++ / Lua 开发,有规则引擎或车端逻辑开发经验者优先
有模型发版、A/B测试、线上效果监控等工程实践经验
有相关顶会论文/期刊(CVPR/ICCV/ECCV/NeurIPS/ICRA/IROS等)
岗位亮点
深度参与智能辅助驾驶核心变道能力的模型研发与工程落地
覆盖算法研究 → 模型训练 → 发版测试 → 车端部署的全链路经验
与顶尖智能辅助驾驶工程师协作,推动技术在实际道路场景中规模化应用 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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