XPENG

VLA 智能驾驶算法工程师

XPENG  •  Onsite  •  21 hours ago
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Job Description

VLA 智能驾驶算法工程师
上海
全职
通用智能板块
职位描述
1、负责 VLA 视觉语言动作大模型算法研发、迭代与优化,落地端到端制相关大模型方案;
2、完成自动驾驶场景数据集分析与迭代,优化数据集场景分布,提升模型泛化与稳定性;
3、负责模型训练、评测全流程,包括不限于pre-train阶段训练方案适配, 后训练阶段方案设计, 采样算法, 奖惩算法设计与实现、评估模型性能等,确保模型在不同场景下的稳定性和可靠性;
4、负责 VLA 算法在智能驾驶项目落地,跟进实车测试、问题复盘,推动算法方案工程化交付。
职位要求
1、计算机、自动化、人工智能等相关专业,扎实机器学习、深度学习理论基础, 熟悉常见的机器学习算法(如监督学习、无监督学习、强化学习等)和深度学习框架(如 TensorFlow、PyTorch 等);
2、熟悉 VLA/VLM 多模态大模型,熟悉DPO, GRPO等主流强化学习算法, 参与过自动驾驶规划、决策、轨迹预测相关算法迭代开发经验优先;
3、具备扎实的编程能力,熟练掌握 Python、C++ 等编程语言;
4、熟悉线性代数、概率统计等数学基础,有数据集处理、模型训练调优实战经验;
5、有园区、地库等内部道路智能驾驶项目落地经验优先;
6、学习能力强, 具备良好沟通协作能力,能推进项目落地解决业务问题。
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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