CV/ML/DL Algorithm Developer
Core
Leading research, design, development, and implementation of algorithmic modules for defect detection, classification, metrology, and image analysis on semiconductor process control tools.
Role type
Senior IC Computer Vision and ML/DL Algorithm Developer
Builds
Defect detection and classification algorithms for semiconductor inspection tools
Domain
Semiconductor manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Computer vision, image processing, deep learning, C/C++, Python, TensorFlow, PyTorch, CUDA, OpenCL, algorithm validation, benchmarking, GPU programming
Preferred skills
AI coding tools, semiconductor industry experience
Technologies
TensorFlow, PyTorch, CUDA, OpenCL
Responsibilities
Evaluate and develop computer vision and ML/DL algorithms for defect detection and classification; Investigate literature and prototype algorithm approaches to solve complex problems; Collaborate with functional teams to productize new algorithm solutions; Perform concept feasibility studies and benchmarking on large datasets; Write and maintain optimized, production-quality code; Optimize algorithm performance using compute resources
Seniority
Senior, hands-on IC
