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 and Deep Learning Algorithm Engineer
Builds
Algorithmic modules for semiconductor process control tools
Domain
Semiconductor manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Computer vision, Image processing, Deep learning, C/C++, Python, TensorFlow, PyTorch, Algorithm optimization, Literature review, Problem analysis
Preferred skills
AI coding tools, Semiconductor industry experience
Technologies
TensorFlow, PyTorch, C/C++, Python
Responsibilities
Evaluate computer vision and ML/DL algorithms for defect detection and image analysis; Investigate and prototype algorithm approaches to solve complex customer problems; Collaborate with compute infra and SW teams to productize new algo solutions; Benchmark, profile, and optimize algorithms to reduce computational cost.
Seniority
Senior, hands-on IC
