XPENG

【27届校招】AI Infra 推理优化工程师

XPENG  •  Onsite  •  5 hours ago
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Job Description

【27届校招】AI Infra 推理优化工程师
广州、北京、上海
正式
研发 - 算法
通用智能板块
职位描述
职位描述:
我们正在寻找一名专注于模型推理与模型优化的机器学习工程师。你将从模型结构和算法层面出发,对大规模深度学习模型进行优化,使其能够高效部署在小鹏定制的 AI 加速器上。
我们通过数据驱动的模型压缩与结构改造,在保证精度的前提下显著降低推理延迟和内存占用。
从模型和算法层面对深度学习模型进行推理优化,支持其在小鹏定制 AI 加速器上的高效部署
我们的使命是解决自动驾驶,具身职能这一世界级难题。你将与机器学习工程师、编译器工程师和研究科学家紧密合作,将前沿的大模型研究成果转化为可落地的工程方案。
职位要求
职位要求:
CS/CE/EE硕士学位,或同等学历,行业经验
精通 Python 和 PyTorch,具备良好的研究型和工程型代码能力。
对大模型结构(如 Transformer 及其变体)有深入理解。
对模型推理框架和工具(onnx,TensorRT, TRT-LLM等)有深入了解。
扎实的深度学习基础和推理流程认知。
具备模型优化经验,如量化、剪枝、稀疏化、蒸馏等。
具备较强的自主学习和论文阅读能力,能够独立推动问题解决。
对挑战性和不确定性问题有好奇心,责任感和执行力。
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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