Li Auto

自动驾驶感知算法工程师

Li Auto  •  Onsite  •  4 days ago
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Job Description

自动驾驶感知算法工程师
北京
全职
互联网 / 电子 / 网游
职位描述
负责自动驾驶感知算法的研发与工程落地,方向涵盖目标检测、语义分割、深度估计、多目标跟踪、通用障碍物检测、世界模型(World Model)等。
2. 主导算法从研发到量产的全流程:模型训练与调优、部署量化、实车测试验证,持续优化精度、推理时延与系统稳定性。
3. 将前沿深度学习架构(Transformer、BEV 感知等)应用于云端真值系统的构建与优化。
4. 参与数据闭环体系的搭建,结合实际问题数据持续迭代模型,攻关长尾场景与异常Case。
5. 跟踪行业头部车企的智驾技术路线,开展前瞻性预研,输出可落地的技术方案并转化为研发成果。
职位要求
学历专业:计算机视觉、模式识别、机器学习、电子信息、机器人等相关专业;硕士及以上优先,本科需5年以上相关经验。
2. 项目经验:2年以上自动驾驶或相关领域感知算法研发经验,有量产项目交付经历者优先。
3. 技术功底:精通机器学习与深度学习理论,熟练掌握CNN、Transformer等网络架构;掌握至少一种训练框架(PyTorch、TensorFlow等),熟练使用Python与C++。
4. 感知算法:熟悉目标检测、语义分割、多目标跟踪等基础算法;精通如下至少一个方向:2D/3D目标检测、图像分割、Occupancy Network、World Model。
加分项
1. 在多任务学习、立体视觉、光流等方向有深入研究或实战经验。
2. 有顶级学术会议论文发表或技术领域影响力。
3. 有主导感知模块在量产自动驾驶项目或相关产品中成功落地的经验。
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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