Li Auto

仿真评测工程师

Li Auto  •  Onsite  •  4 days ago
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Job Description

仿真评测工程师
北京
全职
互联网 / 电子 / 网游
职位描述
1. 基于实车路测数据构建仿真场景,建设场景干预、场景泛化、长尾场景生成与评估能力;
2. 面向感知、预测、规划、控制等模块,开发并持续优化以安全、舒适、效率、导航为核心的评估体系,快速识别算法变更引入的回退与异常;
3. 运用仿真可靠性评估方法与工具,量化输出版本差异和不一致问题的分析结论,将复杂分析结果转化为算法、仿真、产品易于理解的指标与结论;
职位要求
1. 计算机、自动化、车辆工程、统计学等相关专业硕士及以上学历,具备自动驾驶仿真测试或相关领域经验;
2. 熟练掌握 C++ 和 Python,熟悉数据处理与脚本开发(Pandas/Numpy 等),熟悉 shell、git,能在 Linux 环境下独立处理批量任务与日志;
3. 深入理解 LogSim、WorldSim 仿真范式,具备实际工程落地能力;
4. 理解自动驾驶评测指标体系(ADE/FDE、场景通过率、MPI 等),有评测方案从 0 到 1 落地经验;
5. 了解自动驾驶端到端 / VLA 模型的基本原理,具备算法和传感器相关背景知识;
6. 具备统计分析意识,能在分析过程中合理考量样本量、分布差异与噪音问题,具备较强的问题定位与解决能力。
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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