Desay SV

端到端算法工程师(规控)

Desay SV  •  Onsite  •  2 months ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

端到端算法工程师(规控)上海全职算法类职位描述端到端算法工程师(规控)
岗位职责:
1.负责端到端自动驾驶模型的设计与开发,包括模型设计、架构优化以及训练评测工作。
2.负责端到端自动驾驶数据链路的开发迭代,包括但不限于数据的生产、挖掘、增强和自动化标注等,推动模型正向迭代并解决实车问题。
3.将传统规控算法的逻辑与思想与端到端模型结合,实现可解释、高上限的驾驶决策。
4.跟踪最新的自动驾驶端到端研究成果,探索前沿技术的应用前景。职位要求职位要求:
1.计算机、软件工程、电子工程、机器人、自动化等相关专业硕士及以上学历
2.熟悉机器学习相关的技术栈,熟练运用至少一种训练框架,如PyTorch
3.具备端到端领域的理论基础(深度学习、强化学习、概率论、微分方程等),能独立完成至少一种端到端模型的搭建
3.熟悉自动驾驶系统流程架构,掌握基本的传统规划决策技术,如博弈模型、时空联合规划等
4.扎实的C++/python编程基础,熟悉数据结构和常用的开源库
加分项:
1.有过Diffusion Model、Flow Matching、PLUTO等前沿端到端算法的开发、部署、微调经历,有落地实车测试经验者优先
2.有过相关领域(机器学习、端到端模型、规划决策等)的一作论文发表,或相关开源项目的贡献
3.具备良好的沟通交流能力,能够跨团队协同工作 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
Social Media