NIO

实习-大模型算法研发工程师

NIO  •  Onsite  •  12 days ago
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Job Description

实习-大模型算法研发工程师推荐投递上海校招实习数字技术 - 算法硕士及以上蔚来2027届实习生招募职位 ID:A91990职位描述参与 智能辅助驾驶 Planner(规划器)基座预训练 相关数据处理工作,包括路测 / 仿真数据的矢量化重构、场景切片、时序轨迹清洗、长尾场景筛选与预训练数据集构建;
协助研发 Planner 预训练任务,如轨迹预测自监督、多智能体交互博弈建模等,参与损失函数设计与实验验证;
基于 PyTorch 框架,协助搭建时序规划模型(Transformer/Mamba 等),参与预训练、微调全流程,负责实验日志记录与结果分析;
优化预训练数据 Pipeline,提升数据加载、预处理效率,配合解决训练中的 CPU/IO 瓶颈问题;
跟进智能辅助驾驶规划、具身智能、时序大模型领域前沿论文,参与技术调研与简单算法复现;
协助撰写实验报告、技术文档,配合团队完成项目迭代与成果沉淀。职位要求一、基础条件(必备)
计算机科学、自动化、机器人工程、人工智能、控制工程、应用数学等相关专业,硕士在读;
具备扎实的机器学习 / 深度学习基础,理解 Transformer、时序建模、自监督学习 核心原理,了解路径规划 / 轨迹预测基本概念;
熟练掌握 Python 编程,精通 NumPy/PyTorch 框架,能独立完成简单模型搭建与训练;
熟悉 Linux 开发环境,掌握 Shell 基础命令,能适配 GPU 训练场景(了解 CUDA 基础者优先);
逻辑清晰,自驱力强,对智能辅助驾驶规划器预训练方向有浓厚兴趣,愿意钻研技术细节。
二、核心加分项(满足 1-2 项即可)
有 时序模型(LSTM/Transformer/Mamba)、轨迹预测、路径规划 相关项目 / 课程设计经验,能理解时序数据建模逻辑;
了解智能辅助驾驶基础,如高精地图、交通规则、车辆运动学约束、多智能体交互等概念,有相关方向实习 / 项目经历优先;
有模型预训练 / 微调经验,使用过 DDP/Deepspeed 分布式训练工具,或熟悉 HuggingFace Transformers 者加分;
能阅读英文技术论文,跟进 Planner / 具身智能 / 驾驶大模型领域前沿动态,有简单复现经验或竞赛获奖经历者加分; 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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