Algorithm Developer
Core
Leading research, design, development, and implementation of algorithmic modules for defect detection, classification, metrology, and image analysis in semiconductor manufacturing.
Role type
Senior IC Algorithm Developer (Computer Vision & Deep Learning)
Builds
Defect detection and classification algorithms for semiconductor chip manufacturing equipment
Domain
Semiconductor manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Computer vision, Image processing, Deep learning, C/C++, Python, TensorFlow, PyTorch, CUDA, Algorithm optimization
Preferred skills
AI-assisted coding tools, GPU programming, Semiconductor industry experience
Technologies
TensorFlow, PyTorch, CUDA
Responsibilities
Evaluate and develop algorithms for defect detection and image analysis; Prototype innovative algorithmic approaches for complex problems; Collaborate with cross-functional teams to productize solutions; Optimize algorithms to reduce computational cost and influence hardware requirements
Seniority
Senior, hands-on IC