Desay SV

智驾数据闭环交付与数据工程岗(偏技术与研发方向)

Desay SV  •  Onsite  •  30 days ago
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Job Description

智驾数据闭环交付与数据工程岗(偏技术与研发方向)上海全职算法类职位描述一、数据交付与质量保障
负责训练评测数据交付,保证数据质量,确保交付的数据能直接服务于模型训练迭代。
建立数据质量监控和治理体系,确保数据准确性和一致性,实现数据血缘追踪、元数据管理和数据版本控制。
二、数据算法与自动化建设
负责端到端智驾数据产线基础算法建设,包括但不限于数据检索挖掘算子开发、数据清洗&质检算法开发、数据服务开发和维护。
构建数据质检与驾驶合格性评测流程,实现数据驱动的质量闭环。
三、数据运营与协同
负责组织数据管理相关会议,拉通对齐数据链路各环节进度,主动识别数据交付风险,推动并跟进堵点问题解决。
与算法团队紧密协作,理解数据使用场景和需求,优化数据Pipeline以匹配模型迭代节奏。职位要求基础技术栈:
硕士及以上学历,扎实的计算机/软件工程基础。
熟练Python/C++/Go其中一门语言,具备多线程、异步、大数据、高并发等系统的设计经验;熟悉shell命令及开发。
专业领域要求:
必须具有智驾(智能辅助驾驶)行业相关工作经验,熟悉智驾数据特点,包括感知、预测、规划、控制等模块数据。
有单表TB级别以上数据大规模分布式计算和特征工程实战经验,具备PB级别数据管理和治理经验。
熟悉自动驾驶数据格式(Rosbag、Mcap、HDF5等),了解并处理过各类2D/3D标注数据、场景标注数据者优先。
具备良好的沟通协调、问题推动及团队合作能力,责任心强、执行力强。
有端到端智驾大模型数据工程经历者加分。
有智驾业务算法开发经验者优先 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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