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Open nowPosted 43 days ago

干湿闭环实验与数据治理实习生(实验化学方向)

sii-czxy/campus170 open roles

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This job: posted 43 days ago

The posting

1. 按照标准实验流程(SOP)开展有机反应、催化剂合成及性能测试实验,规范记录实验条件、样品信息、原始数据和质量控制状态,建立结构化实验数据台账。 2. 负责实验表征数据处理与质量分析,包括 GC、HPLC、NMR、XPS 等常用分析数据的整理、解析和异常检测,执行空白样、重复样、标准样等质控流程,保障实验数据可靠性。 3. 根据科研智能体生成的实验推荐方案,开展“主推荐方案—备选方案—对照实验”的验证流程,将实验结果反馈至模型训练数据体系,支持 AI 驱动的化学研究闭环优化。 4. 参与企业合作课题(能源化学、有机化学方向)的实验数据整理、标准化和质量管理工作,协助建立符合行业规范的数据体系。 5. 协助建立实验方法和数据治理流程,探索实验化学与人工智能结合的自动化科研模式。 6. 参加项目组讨论并进行阶段性研究汇报,根据项目进展参与实验方案优化、新实验方法建立及系统迭代。

1. 招募对象:本科生、硕士研究生。 2. 化学、化工、制药、材料等相关专业背景优先。 3. 具备基础实验化学能力,熟悉有机合成、催化反应等常规实验操作。 4. 了解常见化学表征技术原理及数据分析方法,包括:GC、HPLC 等色谱分析;NMR、XPS 等谱学表征;基础实验数据处理与结果分析。 5. 具备 Excel 数据整理和实验数据可视化能力者优先;掌握 Python 数据处理和分析方法者优先。 6. 具备良好的实验记录习惯,重视数据规范、实验可重复性和结果可追溯性。 7. 有以下经历者优先:化学实验课程、科研项目或实验竞赛经历;有机合成、催化实验相关经验;AI+化学、数据驱动化学研究相关经历。 8. 本科生要求:具备化学实验基础知识和较强动手能力;不要求已有正式科研经历,更关注实验能力、责任心和学习兴趣。 9. 硕士研究生要求:具备一定科研实验经验;能够参与实验方案设计、数据分析和研究流程优化。 10. 工作认真细致,能够保证固定实验时间投入,配合“每日实验—数据反馈—模型优化”的闭环研究流程。 11. 对 AI for Science、自主化学研究和实验智能化方向具有持续兴趣,能够稳定投入科研时间。 12. 实习安排:线下科研实习;周期3–6个月;每周投入10–20小时。

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