Desay SV

数据算法工程师(上海)

Desay SV  •  Onsite  •  24 minutes ago
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Job Description

数据算法工程师(上海)
上海
算法类
硕士及以上
2027届算法人才专项招聘
职位描述
1.负责自动驾驶数据平台前后端开发与日常维护,完成平台功能迭代、业务逻辑封装、页面交互优化,支撑自动驾驶数据闭环业务稳定运行。
2.搭建并优化自动驾驶多模态数据Pipeline,落地传感器数据预处理、清洗、切片、抽帧、送标等自动化流程,完成数据处理环境部署与运维工作。
3.开发迭代数据工具链,涵盖数据导入导出、格式转换、批量处理、自动化校验脚本等工具,提升数据流转效率与平台使用便捷性。
4.负责自动驾驶感知工具链开发维护,搭建点云、图像多传感器数据处理、评测及可视化工具,支撑2D/3D目标检测、语义分割等感知任务落地。
5.统筹数据集构建、数据清洗与质量评估,搭建自动化数据处理与回归测试流程,协助完成数据标注、问题挖掘与算法迭代支撑工作。
6.探索多模态大模型、视频理解等前沿技术在自动驾驶场景的落地应用,挖掘边界场景Case,助力端到端自动驾驶算法迭代与产品落地。
职位要求
1.硕士以上学历,计算机、软件工程、人工智能、自动化、数学、测绘、通信、电子信息、车辆工程等相关专业。
2.熟练掌握Python开发,具备规范编码习惯与工程实践能力,了解SQL基础查询语句;熟悉Linux开发环境及常用开发工具。
3.了解React、Node.js等前后端技术栈,具备基础端协作开发能力;熟悉PyTorch/TensorFlow任一深度学习框架,掌握NumPy、Pandas等数据处理工具。
4.了解计算机视觉、深度学习、自动驾驶感知基础原理,熟悉OpenCV、PCL、ROS等工具框架,掌握点云处理、目标检测、语义分割等相关技术优先。
5.热爱自动驾驶行业,了解多传感器数据处理链路、端到端自动驾驶基础概念,熟悉雷达、摄像头等传感器工作机制优先。
职位信息
招聘数量: 6
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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