CV/ML/DL Algorithm Developer
Core
Lead research, design, and implementation of computer vision and deep learning algorithms for defect detection, metrology, and image analysis on semiconductor process control equipment.
Role type
Senior IC algorithm developer (computer vision/deep learning)
Builds
Production algorithmic modules for semiconductor inspection and process control
Domain
Semiconductor manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Computer vision, Deep learning, Image processing, C/C++, Python, CUDA/OpenCL, Algorithm design, Data analysis, Feasibility studies, Code optimization
Preferred skills
AI coding tools, TensorFlow, PyTorch
Technologies
PyTorch, TensorFlow, CUDA, Python, C/C++, OpenCL
Responsibilities
Lead research and development of algorithmic modules for defect detection and classification; Develop and assess algorithms for metrology and image analysis; Investigate customer use cases and prototype approaches to complex problems; Partner with infrastructure and software teams to productize algorithm solutions; Conduct feasibility studies and benchmark algorithms on large datasets; Write and maintain optimized, production-quality code for inspection tools.
Seniority
Senior, hands-on IC
