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Open nowPosted 40 days ago

科研智能体实习生

sii-czxy/campus170 open roles

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This job: posted 40 days ago

The posting

1. 参与面向科学研究场景的智能体系统研发,探索大模型智能体在文献分析、知识发现、实验设计和科研辅助等任务中的应用。 2. 调研并整理大模型推理、智能体(Agent)、AI for Science、自动化科研等方向的前沿论文和技术资料,跟踪相关研究进展。 3. 复现指定开源大模型、智能体框架或相关算法,搭建实验环境并完成基础实验与效果评测。 4. 协助开展科研智能体的数据构建、任务设计、实验分析和系统优化,探索提升智能体推理、规划和工具使用能力的方法。 5. 参加课题组组会并进行阶段性研究汇报,整理实验记录、技术文档和研究总结。

1. 招募对象:本科生、硕士研究生。 2. 计算机、人工智能、数学、生物信息学等相关专业背景优先,具备交叉学科兴趣者优先。 3. 具备 Python 编程基础,了解机器学习、深度学习、大语言模型等基本方法,熟悉 PyTorch 者优先。 4. 对以下方向具有研究兴趣:科研智能体(Scientific Agent);AI for Science;大模型推理与规划;自动化科研系统;科学场景下的通用人工智能。 5. 能够阅读英文技术资料和科研论文,具备基础实验复现、数据分析和结果解读能力。 6. 能够使用 ChatGPT、Claude、GitHub Copilot、Cursor 等 AI 工具辅助文献调研、代码开发和科研分析者优先。 7. 有以下经历者优先:大模型相关项目;智能体开发;论文复现;算法竞赛;开源项目开发;AI for Science 相关研究。 8. 本科生重点考察编程基础、学习能力、研究兴趣以及利用 AI 工具辅助学习和科研的能力。 9. 硕士研究生希望具备一定的大模型、深度学习或科研项目经验,能够相对独立开展实验、分析结果,并利用 AI 工具提升科研效率。 10. 实习安排:线上线下结合;周期3–6个月;每周投入20–30小时。

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