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大语言模型Agent算法研究员

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Job Source

腾讯集团

Location

China, Shanghai

Salary

Negotiable

Designation

Internet/AI

Job Type

Full Time

Language

Job Posted Date

20-06-2025

Job Description

1.负责大语言模型的算法研发与优化,包括基于强化学习的端到端Agent效果优化、大模型SFT等环节的技术探索;
2.搭建业界领先的Agent框架,优化Agent复杂任务拆解、规划与工具调用能力(FC/ReAct/CodeAct)和记忆能力;
3.推动LLM-based Agent在通用和垂直领域的落地应用,包括通用助手、深度用研报告生成助手和下载助手等;
4.跟踪学术界与工业界最新进展,推动创新技术在产品中的集成应用。

Job Requirements

1.计算机科学、数学、统计学或相关领域硕士及以上学历;
2.具备强逻辑思维与问题拆解能力,能独立完成技术调研与实验设计;
3.有大规模强化学习(PPO/GRPO/PPO)经验者优先;
4.了解SmolAgent、MetaGPT等智能体框架,具备Agent系统开发经验者优先;
5.在ACL/EMNLP/NeurIPS等顶会发表过论文,或参与过开源项目贡献者优先;
6.熟练掌握PyTorch框架,熟悉主流大模型架构及训练方法;
7.熟悉大模型全流程开发经验,包括数据清洗、分布式训练、效果评估等。。加分项:



腾讯集团




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