Consulting Jobs

西门子中国研究院 大模型强化学习研究员(上海、北京、苏州)

**Job Family:** Generative AI X **Req ID:** 472846 We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? […]

Mechanical Systems – Sales Specialist

**Job Family:** Buildings **Req ID:** 473237 Here at Siemens, we take pride in enabling sustainable progress through technology. We do this through empowering customers by combining the real and digital worlds. Improving how we live, work, and move today and for the next generation! We know that the only way a business thrives is if […]

Software Engineer – Frontend

**Job Family:** Development **Req ID:** 473158 Hello Visionary! We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? […]

Senior Software Developer

**Job Family:** Rail Infrastructure **Req ID:** 473043 Hello Visionary!We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? […]

Lead Software Engineer

**Job Family:** Rail Infrastructure **Req ID:** 473057 Hello Visionary!We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? […]

Senior Software Test Engineer

**Job Family:** Development **Req ID:** 473149 Hello Visionary! We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? […]

Lead Software Test Engineer

**Job Family:** Rail Infrastructure **Req ID:** 472880 Hello Visionary!We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? […]

Global Commodity Manager for Application Management Services (m/f/d)

**Job Family:** Pooling Indirect#Global Commodities **Req ID:** 472559 Siemens is looking for a global commodity manager in Horizontal IT who will be responsible for strategic IT Procurement activities, mainly Application Management Services (AMS), striving for optimum conditions on an excellent supplier base through pooling volumes and common strategies. Strong & close alignment with Global Commodity […]

Senior Software Test Engineer

**Job Family:** Rail Infrastructure **Req ID:** 472879 Hello Visionary!We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? […]

AI 工程师(智能制造方向)

**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。 […]

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