Algorithm Developer II - New College Grad (Masters - Santa Clara, CA)
Core
Research, develop, prototype, and evaluate computer vision, image analysis, and signal processing algorithms for semiconductor wafer inspection and metrology applications.
Role type
IC algorithm developer (computer vision & signal processing)
Builds
Semiconductor inspection and metrology products
Domain
Semiconductor manufacturing / Materials science
Deliverable
production ML models
Required skills
Computer vision, Image analysis, Signal processing, Machine learning, Python, C++, Image registration, Image segmentation, Camera calibration, Multi-view geometry
Preferred skills
Deep learning for computer vision, AI-assisted coding tools, Mathematical/statistical methods, Academic publications
Technologies
PyTorch, TensorFlow
Responsibilities
Research and develop algorithms for defect detection and classification, Conduct benchmarking and validation studies, Implement and optimize algorithmic software for production, Collaborate with software and infrastructure teams to integrate algorithms, Document technical findings and communicate results
Seniority
Junior, New College Grad