Li Auto

仿真评测工程师-泊车方向

Li Auto  •  Onsite  •  2 hours ago
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Job Description

仿真评测工程师-泊车方向

北京、上海

全职

互联网 / 电子 / 网游

职位描述

  1. 基于实车路测数据开展问题分析与根因定位,针对问题特点选择开环、闭环等评测方式,构建评测数据集与仿真场景,并建设场景干预、场景泛化、长尾场景生成及评估能力; 2. 面向端到端自动驾驶架构,兼顾感知、预测、规划等模块,构建并持续优化覆盖安全、舒适、效率和导航的评估体系,快速识别算法变更引入的性能回退与异常; 3. 运用仿真可靠性评估方法与工具,量化版本差异,分析结果不一致问题,并形成算法、仿真及产品团队易于理解的指标与结论; 4. 构建基于 AI Agent 的自动化评测体系,覆盖数据质检、结果分析与问题归因,自动生成可追溯的评测报告和结论,提升评测效率与一致性。

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 Pandas、NumPy 等数据处理工具及脚本开发,熟悉 Shell 和 Git,能够在 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),具有评测方案从 0 到 1 的落地经验; 5. 了解自动驾驶端到端模型和 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、分布差异与噪声问题,具备较强的问题定位与解决能力。 7. 具备泊车开环、闭环仿真评测相关经验者优先。

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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