CV/ML/DL Algorithm Developer

Applied Materials is a global leader in materials engineering solutions, focused on producing advanced chips and displays. The CV/ML/DL Algorithm Developer will lead the research, design, development, and implementation of algorithmic modules for computer vision and machine learning applications in semiconductor process control tools.

Responsibilities:

• Evaluate computer vision and machine learning / deep learning algorithms for defect detection, defect classification, metrology, and image analysis on a semiconductor process control tool
• Investigate, survey literature, and prototype algorithm approaches to solve complex problems by understanding the customer use cases
• Collaborate with other functional teams such as compute infra, SW, systems and applications and productize new algo solutions that meet certain specifications
• Benchmark, profile, and optimize algorithms to reduce computational cost and influence compute hardware requirements