**Job Family:** Consulting **Req ID:** 472874 一、岗位概述 我们正在寻找一位具有 3-5 年人工智能或数据科学经验的工程师，帮助公司将 AI 技术深度融入生产制造全流程。您将与生产、质量、设备、IT/OT 团队协同，利用机器学习、深度学习与工业数据为制造现场创造切实可见的价值，提高产量、良率与设备稼动率，降低能耗与维护成本。 ________________________________________ 二、核心职责 1. 视觉质检 • 设计和部署基于 CNN/Transformer 的缺陷检测与分类模型，适配多品类、多光照、多批次的生产现场。 • 与质量工程师合作建立样本标注流程，持续提升模型召回率与精确率。 2. 预测性维护 • 采集并分析振动、声学、电流、电压等多模态传感器数据，构建剩余寿命预测（RUL）和故障预警模型。 • 将模型结果集成到 EAM/CMMS，实现从“计划检修”到“按状态检修”的转变。 3. 工艺与流程优化 • 运用时间序列分析、贝叶斯优化或强化学习，寻优关键工艺参数（温度、压力、速度等），提升良率、降低能耗和物料损耗。 • 与生产计划团队协作，开发动态排产与库存优化算法，缩短生产周期。 4. 数据工程 & MLOps • 搭建数据采集、清洗、标签管理及特征工程流程，保证数据质量和实时性。 • 负责模型在云端或边缘侧部署、监控与迭代，确保在工业环境下的稳定、低时延运行。 5. 跨部门协作 • 与 OT（PLC/SCADA/MES）及 IT 团队对接，实现从设备到模型再到业务系统的数据闭环。 • 将技术成果沉淀为规范、文档与最佳实践，提升公司 AI 工程化能力。 […]
Manufacturing Jobs
**Do more with the knowledge you’re working hard to acquire and the passion you already have.** At Amgen, our shared mission — _to serve patients_ — drives everything we do. It’s what has made us one of the world’s leading biotechnology companies, reaching over 10 million patients globally. Through this internship opportunity, you’ll gain meaningful, […]
Join Amgen’s Mission of Serving Patients At Amgen, if you feel like you’re part of something bigger, it’s because you are. Our shared mission—to serve patients living with serious illnesses—drives all that we do. Since 1980, we’ve helped pioneer the world of biotech in our fight against the world’s toughest diseases. With our focus on […]
**Join Amgen’s Mission of Serving Patients** At Amgen, if you feel like you’re part of something bigger, it’s because you are. Our shared mission—to serve patients living with serious illnesses—drives all that we do. Since 1980, we’ve helped pioneer the world of biotech in our fight against the world’s toughest diseases. With our focus on […]
In this vital role you will serve as the Sourcing Manager for cross category external supply & Contract Manufacturing. Reporting to the Amgen India Direct Lead, you will support the sourcing strategy for cross category external supply & Contract Manufacturing. This includes identification, evaluation, and negotiations with suppliers to ensure the delivery of efficient and […]
**Join Amgen’s Mission of Serving Patients** At Amgen, if you feel like you’re part of something bigger, it’s because you are. Our shared mission—to serve patients living with serious illnesses—drives all that we do. Since 1980, we’ve helped pioneer the world of biotech in our fight against the world’s toughest diseases. With our focus on […]
**ABOUT AMGEN** Amgen harnesses the best of biology and technology to fight the world’s toughest diseases, and make people’s lives easier, fuller and longer. We discover, develop, manufacture and deliver innovative medicines to help millions of patients. Amgen helped establish the biotechnology industry more than 40 years ago and remains on the cutting-edge of innovation, […]
**Associate QC** **– QC Systems Templating** **Role Name:** Associate QC **Department Name:** Quality Control **Role GCF: 3** ABOUT AMGEN Amgen harnesses the best of biology and technology to fight the world’s toughest diseases, and make people’s lives easier, fuller and longer. We discover, develop, manufacture and deliver innovative medicines to help millions of patients. Amgen […]
Bring more to life. Are you ready to accelerate your potential and make a real difference within life sciences, diagnostics and biotechnology? At Cepheid, one of Danaher’s (https://danaher.com/our-businesses) 15+ operating companies, our work saves lives—and we’re all united by a shared commitment to innovate for tangible impact. You’ll thrive in a culture of belonging where […]
**Join Amgen’s Mission of Serving Patients** At Amgen, if you feel like you’re part of something bigger, it’s because you are. Our shared mission—to serve patients living with serious illnesses—drives all that we do. Since 1980, we’ve helped pioneer the world of biotech in our fight against the world’s toughest diseases. With our focus on […]
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