NIO

智能辅助驾驶端到端大模型研发工程师/专家

NIO  •  Onsite  •  3 hours ago
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Job Description

智能辅助驾驶端到端大模型研发工程师/专家
北京
社招
全职
数字技术 - 算法
本科及以上
工作年限不限
职位描述
负责端到端智能辅助驾驶大模型预训练链路算法研发,基于海量多模态驾驶数据完成模型的基础能力对齐,支撑智能辅助驾驶系统从传感器输入到车辆控制指令的端到端映射能力构建
探索思维链(CoT)技术在智能辅助驾驶场景的落地路径,构建具备推理可解释性的端到端决策体系,让模型在复杂路口、极端交互等场景下输出可追溯的决策逻辑,提升系统的安全性与用户信任度
负责端到端模型SFT微调相关的具体执行工作,参与有监督微调数据集的构建与迭代,基于人类优质驾驶行为数据、专家标注的场景样本完成模型定向优化
协助完成大模型轻量化落地工作,参与设计并实现适配车端算力平台的模型蒸馏方案,在保证核心智能辅助驾驶性能的前提下,将模型推理延迟控制到车规级要求范围内
参与落地数据驱动的智能辅助驾驶模型迭代闭环,执行主动数据挖掘策略的落地,从实车回传数据中自动筛选高价值样本,配合打通“数据采集-标注-训练-评测”的自动化流程,支撑模型能力的持续正向进化
职位要求
本科及以上学历,计算机、自动化、车辆工程、机器人、人工智能等相关专业
研究经历和方向涉及轨迹规划模型、生成模型、大语言模型,以及相关的数据算法和训推框架,并在主流方案上有实践经验,如自回归、Diffusion、VLA、世界模型等
具备大模型预训练、SFT微调、RLHF全流程落地经验,熟悉至少一种主流大模型训练框架,能够独立完成亿级参数模型的训练调优与问题排查
扎实的 Python 编程能力,能够熟练使用 PyTorch/TensorFlow 等深度学习框架
扎实的论文调研阅读能力,能够跟踪业界的前沿进展并具备算法复现的能力
具备将前沿算法研究与量产落地需求相结合的系统性工程能力,对解决复杂实际问题有强烈驱动力
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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