XPENG

【27届校招】AI Infra 模型优化工程师

XPENG  •  Onsite  •  5 hours ago
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Job Description

【27届校招】AI Infra 模型优化工程师
广州、北京、上海
正式
研发 - 算法
通用智能板块
职位描述
岗位职责
负责大模型推理服务的车端部署、上线,保障服务的高可用、低延迟与稳定性;
构建和优化推理框架,提升吞吐、降低时延与显存占用;
参与模型量化、压缩、KV Cache 优化等推理加速工作,推动硬件资源的高效利用;
与算法、模型团队紧密协作,推动模型从训练到生产环境的高效落地;
跟进业界推理优化与部署前沿技术,并在生产环境中落地实践。
职位要求
基本要求
计算机、软件工程、人工智能等相关专业本科及以上学历;
熟练掌握 PyTorch熟悉 C++/CUDA 者优先;
熟悉主流推理框架(vLLM、SGLang、TensorRT-LLM 等)及其部署优化;
熟悉模型量化/压缩技术(GPTQ、AWQ、SmoothQuant、FP8 等);
加分项
熟悉 CUDA 编程、算子优化或 Triton 开发;
熟悉模型剪枝,蒸馏等技术
有推理成本优化、性能压测或可观测性体系建设经验;
对 LLM 推理底层原理(Attention、KV Cache、PagedAttention 等)有深入理解。
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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