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 / ML / DL Algorithm Developer
Builds
Algorithmic modules for semiconductor inspection tools
Domain
Semiconductor manufacturing / Materials Science
Deliverable
production ML models
Required skills
Computer vision, Image processing, Deep learning, C/C++, Python, TensorFlow, PyTorch, CUDA, OpenCL, GPU programming, Algorithm optimization, Data-driven approaches
Preferred skills
AI coding tools, Semiconductor industry experience, Ph.D. or Master's with 4+ years experience
Technologies
TensorFlow, PyTorch, CUDA, OpenCL
Responsibilities
Evaluate and develop computer vision and ML/DL algorithms for defect detection and classification; Investigate and prototype algorithm approaches to solve complex problems; Collaborate with compute infra, SW, and systems teams to productize solutions; Perform concept studies, validation, and benchmarking on large datasets; Write and maintain optimized, production-quality code; Optimize algorithm performance using compute resources.