Li Auto

电池智能高级工程师-北京/上海

Li Auto  •  Onsite  •  4 days ago
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Job Description

电池智能高级工程师-北京/上海
北京、上海
全职
生产 / 制造 / 加工 - 汽车制造
职位描述
1.探索多模态数据融合技术(电化学数据、传感器信号、图像等),提升模型在复杂工况下的泛化能力;
2.基于深度学习(如LSTM、Transformer)构建高精度异常检测算法,实现特征实时诊断;
3.建立热失控多阶段演进模型,融合物理驱动与数据驱动方法。推动电池机理模型与AI的融合,解决电池老化、析锂、内短路等复杂场景的建模问题。
职位要求
1.博士学历(电池电化学/计算机科学/应用数学交叉背景),或硕士学历+3年相关企业研发经历;
2.精通PyTorch框架二次开发,掌握电池领域专用工具链:COMSOL Multiphysics电池模块、AutoBPS仿真平台,PyBamm等;掌握python/sql/sklearn/pyspark等。
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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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