Algorithm Developer
Core
Develop advanced image-processing and deep-learning algorithms for next-generation e-beam inspection platforms to detect defects and analyze electrical failures in semiconductors.
Role type
Senior IC algorithm developer (computer vision/deep learning)
Builds
Production-grade inspection software for semiconductor metrology and defect detection
Domain
Semiconductor manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Image processing, Computer vision, Deep learning, Algorithm research, Production-grade implementation, Defect detection, Registration algorithms, Electrical defect analysis, Zero-shot learning, System integration
Preferred skills
SEM/e-beam inspection experience, Voltage contrast analysis, Failure-mode analysis, High-speed application optimization
Technologies
Deep learning frameworks, Image processing libraries, Semiconductor inspection tools
Responsibilities
Research and design advanced algorithms for e-beam inspection; Develop registration and scoring algorithms; Implement electrical defect analysis capabilities; Move algorithms from proof of concept to production deployment; Optimize algorithm performance for high-speed inspection; Collaborate with system designers and software engineers.
Seniority
Senior, hands-on IC