Lead CV/ML/DL Algorithms for Semiconductor Vision

Applied Materials, Inc.; Santa Clara (CA); Vor Ort; USD 162.000 - 220.000; Vollzeit

Zusammenfassung

Applied Materials, Inc. in Santa Clara, CA is seeking an Algorithm Developer to lead the research, design, and deployment of CV/DL algorithms for semiconductor defect detection and metrology. You will prototype approaches and collaborate with compute infra and software teams to integrate production-ready solutions.

The ideal candidate has a strong CV/DL background, expertise in C/C++, Python, and GPU programming (CUDA/OpenCL), and a PhD or Master’s with 4+ years in CS/EE or related fields.

Qualifikationen

• Experience in the semiconductor industry or related field.
• Strong background in computer vision, image processing and DL.
• Proficiency in C/C++ and Python; familiarity with TensorFlow/PyTorch.
• Knowledge of GPU programming via CUDA or OpenCL; AI tooling familiarity.

Aufgaben

• Lead research, design, development and implementation of algorithmic modules.
• Assess classical and ML/DL computer vision approaches for defect detection and metrology.
• Prototype algorithms from literature and validate on large datasets.
• Collaborate with compute infra, SW, systems and products to deploy solutions.

Kenntnisse

Computer vision

Image processing

Deep learning

C/C++

Python

TensorFlow

PyTorch

CUDA/OpenCL

AI tooling

Ausbildung

PhD or Master's with 4+ years

Tools

TensorFlow

PyTorch

CUDA

OpenCL

Jobbeschreibung

Applied Materials, Inc. in Santa Clara, CA is seeking an Algorithm Developer to lead the research, design, and deployment of CV/DL algorithms for semiconductor defect detection and metrology. You will prototype approaches and collaborate with compute infra and software teams to integrate production-ready solutions.

The ideal candidate has a strong CV/DL background, expertise in C/C++, Python, and GPU programming (CUDA/OpenCL), and a PhD or Master’s with 4+ years in CS/EE or related fields.