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Job Description
Structured overview of role & requirementsAbout This Role
Develop and optimize advanced computer vision, machine learning, and image processing algorithms for semiconductor inspection and metrology systems.
Integrate algorithms into production software collaborating with cross-functional teams for product feature development and customer value delivery.
Analyze large datasets to understand and improve algorithm performance for high-throughput production environments using CPU, GPU, and parallel computing techniques.
Minimum Requirements
MS degree in Computer Science, Electrical Engineering, Applied Mathematics, Physics, or related technical field.
Minimum 5 years of industry experience developing computer vision, image processing, machine learning, or computational imaging algorithms.
Strong programming skills in C++ and Python.
Work Experience Required: 5+ years in relevant algorithm development roles.
Ideal Candidate Profile
Experienced in semiconductor inspection or metrology applications with domain-specific algorithm development.
Proficient in applying state-of-the-art computer vision and machine learning techniques such as CNNs, transformers, and model optimization.
Skilled in high-performance computing, including GPU acceleration (CUDA) and CPU optimization, for production-scale algorithm deployment.