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Open nowPosted 193 days ago

制造质量AI视觉及数据分析实习生

kwh0jtf778/229043152 open roles

Where
Hangzhou, Zhejiang, Chinese Mainland
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Your applicationOpen now制造质量AI视觉及数据分析实习生kwh0jtf778/229043 · Hangzhou, Zhejiang, Chinese Mainland

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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: posted 193 days ago

The posting

1、AI模型数据支持：参与制造现场视觉检测等AI模型的数据准备与迭代，涵盖样本采集、清洗、标注规范制定、数据标注、质量校验及样本集维护，协助推动多模态/视觉模型在质量检测、缺陷识别场景落地； 2、视觉检测数据分析：基于视觉检测、人工复判及生产过程数据，评估模型与视觉方案的准确率、漏检率、误检率、稳定性等关键指标，分析异常波动原因，支持模型、算法、设备及工艺的持续优化； 3、数据治理与多维分析：协助搭建制造数据链路，完成设备、工站、视觉系统及质量数据的采集、清洗、标准化与关联；围绕良率、缺陷分布、工站表现、设备状态、过程能力等维度开展描述性统计与专项分析，识别质量风险与改善方向； 4、可视化与报告输出：参与建设生产质量与视觉检测数据看板，定期输出分析报告，将复杂数据转化为清晰、直观、可执行的结论； 5、项目参与与跨部门协同：参与从需求调研、方案设计、现场数据验证、试生产到量产导入的数据项目全过程；协同算法、设备、工艺、质量及生产团队推动分析结论落地，承接临时性数据分析与专项支持任务。

1、教育背景：本科或研究生在读，自动化、机器视觉、工业工程、电子信息、机械电子工程、测控技术与仪器、计算机科学与技术等相关专业优先； 2、数据分析与工具能力：熟练使用Excel（常用函数、透视表、数据清洗），掌握基础SQL（SELECT、JOIN、GROUP BY）完成数据查询与汇总分析，能通过数据评估视觉检测准确率、漏检率、误检率、稳定性及过程能力；有Power BI、Tableau、FineBI等BI工具使用经验者优先； 3、工业视觉与制造背景：了解工业视觉基本原理（工业相机、镜头、光源、图像采集、ROI等基础概念），对制造业、质量管理、AI视觉检测有兴趣；有工厂现场导入、试生产、量产导入或制造现场实习/项目经验，或缺陷检测、目标识别、图像分类、OCR等视觉AI项目经历者优先； 4、综合素质与实习要求：数据敏感度强，逻辑清晰、责任心强、细致严谨，能将分析结果转化为易理解、可执行的结论并与跨职能团队有效协作； 5、实习出勤要求：每周实习不少于5天，实习期不少于3个月。

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