2 месяца назад
Process Automation Manager (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Process Automation Manager (AI): Advancing AI-based process optimization and data-driven manufacturing innovation across semiconductor laser production lines with an accent on yield improvement, anomaly detection, and process stability. Focus on deploying machine-learning models, building dashboards and data pipelines, and solving cycle-time and bottleneck challenges in production operations.
Location: Sagamihara, Japan
Company
develops and manufactures photonic and semiconductor laser technologies.
What you will do
- Lead the development and deployment of AI and machine-learning models for yield improvement, anomaly detection, and process optimization.
- Build dashboards, automated analysis tools, and data pipelines to support data-driven manufacturing decisions.
- Identify and execute improvement projects focused on cycle-time reduction, bottleneck removal, and process stability.
- Collaborate with product, quality, and process engineering teams to implement integrated manufacturing solutions.
- Lead Industrial Engineering and manufacturing innovation initiatives across semiconductor laser production lines.
Requirements
- Degree in Engineering, Industrial Engineering, Data Science, or a related technical field.
- Several years of experience in manufacturing engineering or data analytics.
- Hands-on experience applying AI or machine-learning techniques to real datasets or manufacturing problems.
- Practical experience with Python, SQL, JMP, Power BI, or similar data analysis tools.
- Understanding of manufacturing processes and basic industrial engineering concepts, with experience leading technical projects or improvement activities.
- Fluent Japanese and basic English communication skills are required for reading, writing, online meetings, and email discussions.
Nice to have
- Experience in high-tech or semiconductor manufacturing.
- Knowledge of MES systems or digital manufacturing tools.
- Experience applying AI models to real-world production operations.
Culture & Benefits
- Equal opportunity workplace that values diversity.
- Reasonable accommodation is available for candidates with disabilities during the application, interview, and employment process.
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