NIO

视觉算法工程师

NIO  •  Onsite  •  2 hours ago
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Job Description

视觉算法工程师

上海

社招

全职

数字技术 - 算法

硕士及以上

3-5 年

职位描述

  1. 独立完成视觉算法模块的端到端交付,包括数据准备、模型训练、性能评估、边缘端部署联调与上线,确保模型在目标硬件平台满足精度与延迟指标 2. 根据业务场景设计数据标注规范(类别定义、标注粒度、验收标准),手动完成关键样本标注,建立高质量数据集 3. 基于标注数据快速完成模型PoC验证,评估算法方案在目标场景的可行性,输出验证结论与改进建议 4. 监控已上线算法运行状态,分析性能劣化原因,响应运营侧异常与缺陷,完成问题定位、记录与修复 5. 与多个职能团队协同,参与需求评审、方案设计评审与算法验收

职位要求

必须条件 - 硕士及以上学历,计算机科学、人工智能、自动化、电子信息、数学等相关专业 - 3-5年计算机视觉算法开发经验,有工业或安防场景的算法落地经历 - 扎实的计算机视觉与深度学习基础,熟悉目标检测(YOLO系列)、图像分类、语义分割等主流任务,理解CNN、Transformer等主流架构 - 熟练使用Python,精通PyTorch;至少了解TensorRT、ONNX等模型转换与推理优化工具链 - 有独立完成至少一个视觉算法项目从训练到部署的完整经历 - 能够根据业务场景自主设计标注规范,愿意动手完成高质量标注 加分项 - 有边缘端模型部署实战经验(NVIDIA Jetson、TensorRT推理优化、模型量化) - 有多目标追踪、多传感器融合相关项目经验 - 了解相机标定、多相机系统 - 了解结构光、激光雷达、ToF等3D传感器工作原理 - 具备C++开发能力或嵌入式Linux开发经验

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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