Job Description

大模型 Infra 研发实习生（Agentic RL 方向）深圳实习互联网 / 电子 / 网游职位描述我们正在构建面向 "Agentic RL 与具身智能" 的评测与训练基础设施。支撑长程、有状态、依赖外部环境（工具、代码执行器、仿真器、机器人）的智能体任务。你将作为 infra 工程师参与平台核心模块建设：
1、设计并实现统一的任务/环境抽象层，支持异构环境的接入；
2、构建大规模并发的rollout 与评测调度系统，提升吞吐、资源利用率与稳定性；
3、搭建智能体轨迹数据管道：采集、存储、检索、回放、版本管理，以及失败案例的可视化诊断系统；
4、集成实验管理、监控告警、链路追踪等能力，保障平台在大规模任务下的可观测性与可恢复性。职位要求1、Python 工程能力扎实，代码风格规范，有中型以上工程或开源项目经验；
2、熟悉 Linux 开发环境与常用工具链（Git / Shell / Docker / Make 等）；
3、了解分布式系统、并发与异步编程基本原理；
4、对大模型、Agent、RL 训练流程有基本理解；
5、能从复杂工程链路中定位瓶颈，主动设计可扩展、可观测的系统；
6、每周到岗至少 4 天，可连续实习 3 个月以上。
【加分项】
1、熟悉 Ray、Kubernetes、Slurm 等分布式调度/编排系统；
2、熟悉 vLLM、SGLang 等推理服务框架，理解其性能特性；
3、做过自动化评测平台、benchmark 系统、judge service、训练数据闭环等系统；
4、有 OpenAI Gym/Gymnasium、ManiSkill、Isaac Sim、MuJoCo、Habitat、WebArena、SWE-bench 等环境或 benchmark 的工程接入经验；
5、了解 RLHF / RLAIF / PPO / GRPO 等 Agentic RL 训练流程；
6、有高质量开源贡献或技术博客。投递

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

Website

xiaopeng.com

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