Job Description

云端BEV模型算法工程师/专家北京、上海社招全职研发 - 算法职位描述1. 负责自动驾驶领域 4D Autolabel 的深度学习模型相关技术开发及研究，支撑包括基于多模态的BEV 路面车道线类元素提取、纯视觉BEV 道路要素检测提取等模型算法和链路开发；
2. 负责设计开发自动化或半自动化的端到端智驾方案所需真值处理算法及链路，包括但不限于BEV 纯视觉、BEV 多模态以及端到端等模型算法;
3. 负责自动驾驶前沿算法调研与实现，如3D Gaussian Splatting，VGGT 和VLM等，能够将相关技术应用于4D Autolabel相关任务;
4. 与自动驾驶数据闭环系统中的其他环节紧密配合，基于自动化的模型算法持续提升标注效率与质量，降低标注成本，加速数据闭环，打造行业一流的自动驾驶领域 4D Autolabel 生产算法、工具及平台。职位要求1. 自动化，电子工程，计算机，数学等相关专业研究生及以上学历。熟悉BEV 下静态要素、动态要素、occupancy等基于NN 以及 transformer 的离线或在线模型算法;
2. 熟悉相机，毫米波雷达，激光雷达等车载传感器的特点熟悉多传感器，多目标检测、跟踪、识别等算法;
3. 编程能力优秀，熟悉Linux, 熟练使用 C++/ C 和 Python等编程语言，以及熟练使用Pytorch, TensorFlow 等进行模型搭建等，具备良好的编程习惯;
4. 在计算机视觉（CVPR, ICCV, ECCV, ICRA）等相关会议发表论文者或有ACM 经验者优先;
5. 熟悉 Mask2Map，MapTR，VAE，3D GS，Diffusion model 等基础生成模型者优先。投递

About CARIZON

CARIZON is a joint-venture company co-founded by CARIAD, the

Volkswagen Group's software competence center, and Horizon Robotics,

leading provider of smart driving solutions for passenger vehicles. It was

officially inaugurated in November 2023.

CARIZON integrates hardware and software technology capabilities to develop industry-leading, highly optimized and full-stack ADAS/AD solutions for Volkswagen Group.

Currently, CARIZON's R&D center are located in Beijing and Shanghai, with more than 600 experts.

As a cornerstone of Volkswagen Group's "In China, for China" strategy

CARIZON leverages the Group's comprehensive localized R&D ecosystem and deep collaboration with strategic partners to persistently develop cutting edge combined driving assistance solutions tailored to Chinese customers needs.

Industry

Automotive & Mobility

Company Size

1-10 employees

Headquarters

Unknown

Year Founded

Unknown

Website

carizon.com

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