XPENG

Robotaxi VLA 大模型算法实习生

XPENG  •  Onsite  •  4 hours ago
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Job Description

Robotaxi VLA 大模型算法实习生
广州
实习
互联网 / 电子 / 网游
职位描述
1、协助资深工程师进行 VLA 自动驾驶大模型的研发与优化,参与训练数据清洗、标注质量校验、模型微调与对比实验验证工作;
2、协助复现和分析 VLA 模型在城市复杂路况下的行为问题,整理路测日志与实验数据,输出标准化的问题分析报告;
3、参与功能安全方案与安全冗余架构的落地工作,协助梳理安全需求、编写测试用例、执行安全验证测试;
4、协助构建分级指令式云舱平台,开发数据处理、模型测试等辅助工具链,测试平台功能并完善技术文档;
5、参与 VLA 模型的集成与版本交付工作,协助进行版本冒烟测试、问题跟踪与交付文档整理。
职位要求
1、计算机、自动化、电子工程、数学、车辆工程等相关专业研究生以上在读;
2、了解 VLA/VLM、大语言模型的基本原理,有相关课程学习或个人项目经验优先;
3、了解自动驾驶基本技术流程,对轨迹预测、运动规划、博弈决策等算法有基础认知者优先;
4、具备良好的数理基础,熟练掌握 C++ / Python 编程语言,熟悉 PyTorch 等深度学习框架;
5、学习能力强,逻辑思维清晰,能独立分析和解决简单的技术问题;
6、有良好的沟通能力和团队协作精神,工作认真细致,有责任心;
7、能保证稳定的实习时间。
加分项
1、有自动驾驶、机器人领域 AI 算法相关项目或竞赛经验;
2、有大模型微调、推理优化或多模态模型相关经验;
3、了解 Apollo、Autoware 等开源自动驾驶框架;
4、发表过相关领域的论文或技术博客。
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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