XPENG

【26校招】自动驾驶系统仿真量化评估工程师

XPENG  •  Onsite  •  2 months ago
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Job Description

【26校招】自动驾驶系统仿真量化评估工程师广州正式互联网 / 电子 / 网游职位描述1,指标体系构建:理解自动驾驶系统的安全、舒适、效率、合规、体验等评测维度,并参与指标体系的量化设计;设计统计模型与假设检验方法,评估软件版本迭代带来的性能变化;数据分析与问题洞察;通过数据分析发现性能下降的根因,将问题关联到具体场景或行为模式;构建自动化分析工具,识别高风险仿真案例。
2,仿真与实车验证:结合仿真结果与实车测试数据,构建可信度评估模型,提升仿真结果的可靠性;测试数据科学化;应用实验设计、抽样与优化方法,指导仿真场景库构建与采样策略;分析场景分布,识别测试覆盖盲区并提出改进建议。
职位要求1,教育与基础能力:统计、数学、数据科学、物理等相关专业硕士及以上学历;扎实的统计与数理基础:熟悉概率论、假设检验、回归分析、时间序列等。
2,技术能力:熟练使用 Python 进行数据分析与建模;熟悉 SQL 查询与数据处理,有良好的编码习惯。
3,加分项:了解自动驾驶系统或仿真平台;具备 Spark/Dask 等大数据经验。
4,思维与软技能:对数据敏感,具备强烈的探索和验证欲望;逻辑清晰,善于用数据讲故事;具备良好的沟通表达能力与团队协作精神。 投递
XPENG

About XPENG

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers. Its mission is to drive Smart EV transformation with technology and data, shaping the mobility experience of the future. In order to optimize its customers’ mobility experience, XPeng develops in-house its full-stack advanced driver-assistance system technology and in-car intelligent operating system, as well as core vehicle systems including powertrain and the electrical/electronic architecture. XPeng is headquartered in Guangzhou, China. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm.The Company’s Smart EVs are mainly manufactured at its plant in Zhaoqing and Guangzhou,Guangdong province.

For more information, please visit https://heyxpeng.com.

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Guangzhou, CN
Year Founded
2014
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