· Four years of software development experience in semiconductor equipment
· Familiar with motion control, UI/UX design, and integration of instrument libraries
· Familiar with SECS/GEM protocol
· Extensive hands-on experience on the Kaggle data science competition platform
· Familiar with Python and C#
· Familiar with deep learning frameworks such as Keras, scikit-learn, andPyTorch
· Familiar with data processing libraries such as NumPy, Pandas, and Matplotlib
· Familiar with various machine learning and deep learning models
· Proficient in AI-related skills including data preprocessing, exploratory data analysis.
· SECS/GEM project introduction evaluation and planning, software development
· UI/UX design of defect identification AI tools, integrated backend with FastAPI