精密制造技术工程师（光模块设备）
Core
Optimize and standardize critical manufacturing processes for optical module equipment, leveraging machine learning and statistical analysis to improve yield and enable predictive maintenance.
Role type
Senior IC manufacturing process engineer (optical modules)
Builds
High-yield optical module production lines and predictive maintenance systems
Domain
Semiconductor/Optical component manufacturing
Deliverable
production ML models
Required skills
Statistical analysis, Machine learning, Python, SQL, DOE design, Data visualization, Yield management, Process optimization, Equipment validation, SOP development
Preferred skills
Deep learning, Defect detection algorithms, Predictive modeling, Minitab/JMP, Tableau/Power BI
Technologies
Python, SQL, Minitab, JMP, Tableau, Power BI, XGBoost, Random Forest, Neural Networks