Algorithm Developer - Deep Learning
Core
Designing and implementing advanced detection and classification algorithms for optical inspection systems used in semiconductor manufacturing.
Role type
Senior IC algorithm developer (deep learning & computer vision)
Builds
Next-generation optical wafer inspection tools for semiconductor manufacturing
Domain
Semiconductor manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Computer vision, image processing, deep learning, image registration, pattern recognition, object detection, classification, C/C++, Python, PyTorch, algorithm optimization, feasibility analysis, literature review
Preferred skills
Semiconductor industry experience, image/signal processing background
Technologies
C/C++, Python, PyTorch
Responsibilities
Lead research, design, development, and implementation of algorithmic modules; prototype algorithms to solve complex problems; support software team in integration and evaluation; optimize algorithms to reduce computational cost and influence hardware requirements
Seniority
Senior, hands-on IC