Senior/Staff, Data Scientist
Core
Design and develop advanced image processing and analysis solutions to extract measurements, perform calculations, and analyze image data for semiconductor engineering problems.
Role type
Senior IC Computer Vision Engineer (Image Processing & ML)
Builds
Software tools for defect analysis, electrical failure analysis, and process development in semiconductor manufacturing
Domain
Semiconductor manufacturing / Computer Vision / Machine Learning
Deliverable
production ML models | product features
Required skills
Image processing (filtering, morphology, segmentation), Visual recognition (feature detection, measurement, classification), Machine learning (algorithms, deep networks), Python or MATLAB, OpenCV, Scikit-image, PyTorch, TensorFlow, Keras, Mathematics, Probability theory
Preferred skills
Semiconductor manufacturing processes knowledge, Advanced degrees (M.S. or Ph.D.) with applied research experience
Technologies
OpenCV, Scikit-image, PyTorch, TensorFlow, Keras, Python, MATLAB
Responsibilities
Design and develop image processing solutions, Apply computer vision and ML techniques to solve engineering problems, Collaborate with engineers in defect analysis and process development, Develop solutions to improve engineering efficiency, Assist with rotational on-call support for critical manufacturing incidents
Seniority
Senior, hands-on IC