Li Auto

云端静态感知与建图算法工程师

Li Auto  •  Onsite  •  3 hours ago
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Job Description

云端静态感知与建图算法工程师
北京
全职
互联网 / 电子 / 网游
职位描述
负责自动驾驶云端静态感知与建图算法开发与优化,面向车道线、路沿、可行驶区域、路口拓扑、静态障碍物等地图要素,支撑地图生产与环境理解能力建设。
负责数据真值处理、样本构建、模型训练、评测分析及 badcase 闭环迭代,持续提升复杂场景下的精度、稳定性、泛化能力和整体迭代效率。
负责训练与推理链路的工程落地,包括部署、性能优化、资源控制和版本回归,推动数据、模型与服务全链路优化。
参与静态环境统一建模、多任务协同及大模型辅助数据闭环、地图理解等方向的技术探索,推动云端静态感知与建图方案持续演进。
职位要求
本科及以上学历,计算机、人工智能、自动化、机器人等相关专业。
有自动驾驶感知、建图、BEV、3D 感知、点云处理、地图要素提取等相关经验。
熟悉 PyTorch 训练与调优流程,具备较强的问题分析、实验设计和迭代推进能力。
具备较强工程落地意识,能够胜任数据处理、评测分析、部署优化和问题闭环等实际工作。
有自动驾驶量产经验、推理部署经验、badcase 分析经验者优先。
对多模态学习或大模型在数据闭环、地图理解中的应用有兴趣或实践经验者优先。
投递
Li Auto

About Li Auto

Founded on July. 1, 2015, Li Auto's brand mission is to "Be Proactive, Change the World".

We are dedicated to providing families with safer, more comfortable, and more convenient smart EVs through breakthrough innovations in products, technologies, and business models. By Oct. 18, 2024, Li Auto achieved the milestone of one million vehicle deliveries in just 58 months, setting a new record for the fastest one million deliveries in China's luxury car market.

We see cars evolving from transportation in the Industrial Age into spatial robots in the age of AI. And we fuse the physical and digital worlds through AI, turning limited car space into infinite experiences. Our goal isn't just to transform the automotive industry through cutting-edge AI technologies, but also bring the benefits of AI to every family.

Join us in pushing growth boundaries and realizing our vision of "To Become a World-Leading Embodied AI Enterprise."!

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Beijing, CN
Year Founded
2015
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