XPENG

【27届校招】智能座舱算法工程师(仿真,北京)

XPENG  •  Onsite  •  8 hours ago
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Job Description

【27届校招】智能座舱算法工程师(仿真,北京)
北京
正式
研发 - 算法
职位描述
参与智能座舱仿真评测平台的核心算法研发工作,围绕"评测 - 仿真 - 智能体"三大方向,推动座舱交互体验的自动化评测与持续优化。具体工作内容包括但不限于:
1、评测体系构建
- 设计并构建智能座舱场景下的评测 Benchmark,覆盖多轮对话、多模态交互、任务完成度等维度
- 研发评测 Reward Model,建立可量化、可迭代的自动化评分体系
2、智能体(Agent)研发
- 构建评测 Agent,实现对座舱对话系统的自动化、规模化测试
- 设计用户行为仿真 Agent,模拟真实用户在座舱场景中的交互行为与意图模式
3、仿真环境搭建
- 参与座舱环境仿真系统的研发,构建可复现、可配置的虚拟测试环境
- 参与感知仿真模块开发,模拟语音、视觉、手势等多模态输入信号
职位要求
1、扎实的编程能力,熟练掌握 Python,熟悉常用深度学习框架(PyTorch 等);
2、了解大语言模型(LLM)的基本原理与应用,有 Prompt Engineering 或模型微调经验;
3、具备以下至少一个方向的实际项目或研究经验:
-大模型应用 / Agent 构建
-强化学习(RLHF、PPO、Reward Modeling 等)
-对话系统 / NLP
-数据处理与分析
-良好的自驱力与沟通能力,能独立推进研究课题
【加分项】
1、在 ACL、EMNLP、NeurIPS、ICML、ICLR、AAAI 等顶会发表过论文;
2、有AI 相关岗位实习经验;
3、有 Agent / Multi-Agent 系统、仿真平台相关项目经验;
4、熟悉智能座舱、智能驾驶或车载交互相关领域。
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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