11 дней назад
Manufacturing Engineer (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Manufacturing Engineer (Machine Learning) (semiconductor manufacturing): Improving production yield, cycle time, cost, and process performance through Lean Six Sigma, machine learning, SPC, and Industry 4.0 initiatives with an accent on manufacturing data, process control, and automation. Focus on building predictive and computer-vision models, developing real-time dashboards and data pipelines, investigating quality excursions, and deploying MES, IIoT, and robotics solutions on the shop floor.
Location: Bayan Lepas, Malaysia; onsite only
Company
is an embedded semiconductor solution provider developing technology for automotive, industrial, infrastructure, and IoT applications.
What you will do
- Analyze production data to identify yield, cycle-time, cost, and process-performance improvement opportunities.
- Plan and execute Lean, Six Sigma, TPM, DOE, and Operational Excellence projects through implementation and results validation.
- Build and deploy machine learning models for yield prediction, computer-vision defect detection, and anomaly detection in partnership with Data Science and IT.
- Develop real-time dashboards, automated reports, and data pipelines for process monitoring.
- Support Industry 4.0 initiatives, including MES integration, IIoT sensors, robotics, and automated material handling.
- Investigate quality excursions, maintain SPC systems, support NPI qualification, and implement corrective and preventive actions.
Requirements
- Bachelor’s degree in Industrial, Manufacturing, Electrical, Mechanical, Software Engineering, Computer Science, or a related technical field.
- 2–5 years of experience in manufacturing, process, or industrial engineering, preferably in semiconductor or electronics manufacturing.
- Hands-on experience with Lean Six Sigma tools, including DOE, root-cause analysis, and value stream mapping.
- Practical experience building or deploying machine learning models using Python and common machine learning libraries.
- Working knowledge of SPC, Cpk analysis, and data visualization, with strong data analysis skills using Python, SQL, Minitab, JMP, Excel, or Power BI.
- Comfort working directly on the shop floor with equipment, operators, and production data.
Culture & Benefits
- Regular permanent employment with a competitive benefits package alongside the salary.
- Collaborative, transparent, agile, global, innovative, and entrepreneurial working culture.
- Opportunity to work with a global semiconductor team operating across more than 30 countries.
- Work focused on automotive, industrial, infrastructure, and IoT technologies.
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