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发布于 2026-11-11 英文原文

工艺工程师(精益六西格玛/机器学习)

Automation Engineer

ルネサス エレクトロニクス

职种工程 雇用形态—
工作地点Bayan Lepas, my 薪资面议

职位概要

该职位负责分析生产数据,识别所辖生产线的良率、周期时间和成本改进机会;规划并执行精益、六西格玛和TPM项目,涵盖DOE设计、实施及结果验证,作为工厂卓越运营路线图的一部分。与数据科学/IT团队合作,构建并部署用于制造场景的机器学习模型,如良率预测、计算机视觉缺陷检测和异常/偏移检测。开发实时仪表板、自动化报告和数据管道,提升工程师和操作员对工艺性能的可见性。支持自动化和工业4.0举措,包括MES集成、IIoT传感器部署和机器人/自动化物料搬运,从试点到量产推广。维护和改进统计过程控制(SPC)系统,监控过程能力(Cpk)并标记失控状况。使用8D、DMAIC、FMEA等结构化根因方法调查工艺相关的良率和质量偏移,并实施纠正/预防措施。支持新产品导入(NPI)和工艺变更的工艺鉴定与控制计划。与设备/维护和质量团队合作,排查设备相关工艺问题。记录标准作业、工艺规范和经验教训,支持知识转移和培训。向工艺工程经理和跨职能利益相关者展示项目结果和改进建议。要求:工业、制造、电气、机械或软件工程、计算机科学或相关技术领域学士学位;2-5年制造、工艺或工业工程经验,半导体或电子制造行业优先;具有精益六西格玛工具(DOE、根因分析、价值流图)实操经验,绿带或同等资质优先;具备使用Python和常见机器学习库构建或部署机器学习模型(分类、回归、计算机视觉)的实践经验;熟悉统计过程控制(SPC)、过程能力(Cpk)分析和数据可视化工具;较强的数据分析能力(至少Python、SQL、Minitab、JMP或Excel/Power BI);能够直接在生产现场与设备、操作员和生产数据打交道。Renesas是嵌入式半导体解决方案提供商,全球团队超过21,000名工程师,遍布30多个国家,服务于汽车、工业、基础设施和IoT领域。公司文化为TAGIE(透明、敏捷、全球、创新、创业),提供有竞争力的薪酬福利。

职位描述

Job Description Key Responsibilities • Analyze production data to identify yield, cycle time, and cost improvement opportunities on assigned manufacturing lines. • Plan and execute Lean, Six Sigma, and TPM projects — from DOE design through implementation and results validation — as part of the site’s Operational Excellence roadmap. • Build and deploy machine learning models for manufacturing use cases — e.g., yield prediction, computer-vision defect detection, and anomaly/excursion detection — in partnership with Data Science/IT. • Develop real-time dashboards, automated reports, and data pipelines that give engineers and operators faster visibility into process performance. • Support automation and Industry 4.0 initiatives — MES integration, IIoT sensor deployment, and robotics/automated material handling — from pilot through production rollout. • Maintain and improve statistical process control (SPC) systems, monitoring process capability (Cpk) and flagging out-of-control conditions. • Investigate process-related yield and quality excursions using structured root-cause methods (8D, DMAIC, FMEA) and implement corrective/preventive actions. • Support process qualification and control plans for new product introduction (NPI) and process changes. • Partner with Equipment/Maintenance and Quality teams to troubleshoot equipment-related process issues. • Document standard work, process specifications, and lessons learned to support knowledge transfer and training. • Present project results and improvement recommendations to the Process Engineering Manager and cross-functional stakeholders. Qualifications Required Qualifications • Bachelor’s degree in Industrial, Manufacturing, Electrical, Mechanical, or SW Engineering, Computer Science, or a related technical field. • 2–5 years of experience in manufacturing, process, or industrial engineering, ideally in semiconductor or electronics manufacturing. • Hands-on experience with Lean Six Sigma tools (DOE, root-cause analysis, value stream mapping); Green Belt or working equivalent preferred. • Practical experience building or deploying machine learning models (e.g., classification, regression, computer vision) using Python and common ML libraries. • Working knowledge of statistical process control (SPC), process capability (Cpk) analysis, and data visualization tools. • Strong data analysis skills (Python, SQL, Minitab, JMP, or Excel/Power BI at minimum). • Comfortable working directly on the shop floor with equipment, operators, and production data. Additional Information Renesas is an embedded semiconductor solution provider driven by its Purpose, To Make Our Lives Easier . With a global team of over 21,000 engineers and problem solvers in more than 30 countries, we offer the opportunity to work on world‑leading technology for Automotive, Industrial, Infrastructure, and IoT, shaping a safer, healthier, greener, and smarter future. At Renesas, TAGIE is our culture, grounded in being Transparent, Agile, Global, Innovative, and Entrepreneurial. It shapes how we work, grow and deliver on our purpose together. This collaborative spirit and mindset drive our semiconductor technology to transform industries and impact millions of lives. We believe in rewarding our employees with a competitive benefits package alongside their salary. More information will be provided during the hiring process. Are you ready to join our team and shape the future with us? Renesas Electronics is an equal opportunity and affirmative action employer, committed to supporting diversity and fostering a work environment free of discrimination on the basis of sex, race, religion, national origin, gender, gender identity, gender expression, age, sexual orientation, military status, veteran status, or any other basis protected by law. For more information, please read our Diversity & Inclusion Statement .