Desay SV

自动标注算法工程师(上海)

Desay SV  •  Onsite  •  4 months ago
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Job Description

自动标注算法工程师(上海)上海全职算法类职位描述职位描述:
1.负责自动驾驶的4D Autolabeling的深度学习模型、跟踪、平滑等相关技术开发及研究,支撑包括但不限于静态元素、动态障碍物以及occupancy等数据真值的自动化提取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感知所需真值获取算法及链路,包括但不限于激光点云目标检测、激光点云分割、图像与点云融合目标提取、BEV 纯视觉以及BEV 多模态等模型算法;
3.负责前沿算法调研与实现,如3D gaussian splatting,NeRF 和vlm等,能够将相关技术应用于4D Autolabeling相关任务;
4.与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4D Autolabeling 生产算法、工具及平台。职位要求任职要求:
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.熟悉激光SLAM(LOAM系列、LIO-SAM)与视觉SLAM(ORB-SLAM3、VINS-Fusion),具备实际调参及精度优化经验,熟悉多传感器时序融合:IMU预积分、GPS约束、紧耦合/松耦合架构
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Qwen-2.5-VL 等多模态大模型者优先。 投递
Desay SV

About Desay SV

Desay SV, one of the leading mobility technology companies, is committed to realizing a smarter mobility for all. Desay SV’s core business focuses on the efficient integration of three major areas of smart cabin, combined driver assistance, and smart service. We continuously develop highly integrated leading hardware and software algorithms to provide global customers with safe, delightful and sustainable mobility solutions and services.

Relying on 39 years of deep accumulation in the design, development, and production processes, Desay SV has continuously expanded its comprehensive strength in R&D innovation, customer service, and safety verification, and built a technical link from smart travel to smart transportation, actively responding to the challenges of the industry transformation. We meet the diverse needs of customers for different product portfolios and business development models, provide drivers and passengers with an excellent travel experience, and bring more room for imagination to future mobility.

Focusing on the sustainable development goal of "safety and reliability”, “win-win growth”, and “green environmental protection", Desay SV actively participates in the global carbon neutral strategy and integrates sustainable development into all aspects of business operations. While giving back to society, respecting every employee of the company, and creating a diverse working environment and development platform for employees, we encourage equality, openness, and coordinated development among all our branches around the world. Desay SV people adhere to the same mission and work together for the same goal—to create a safe, delightful and sustainable mobility.

Industry
Automotive & Mobility
Company Size
501-1,000 employees
Headquarters
Huizhou, CN
Year Founded
1986
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