Algorithm Developer
Core
Develop advanced computer vision, machine learning, and image processing solutions for next-generation semiconductor inspection and metrology systems.
Role type
Senior IC algorithm developer (computer vision/ML)
Builds
Inspection and metrology algorithms for semiconductor equipment
Domain
Semiconductor manufacturing / Computer Vision / Machine Learning
Deliverable
production ML models
Required skills
C++, Python, computer vision, image processing, machine learning, deep learning, algorithm optimization, defect detection, image segmentation, image registration, high-throughput computing
Preferred skills
semiconductor inspection experience, CNNs, transformers, self-supervised learning, CUDA, GPU acceleration, statistical analysis
Technologies
OpenCV, NumPy, PyTorch, TensorFlow, CUDA
Responsibilities
Design and optimize inspection/metrology algorithms; apply CV/ML techniques to solve product challenges; develop robust algorithms for defect detection and classification; optimize performance for high-throughput production; collaborate with product and systems teams to integrate algorithms; document technical designs and validation results
Seniority
Senior, hands-on IC