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Taiwan Semiconductor Manufacturing Company Limited, TSMC
Job Category
Manufacturing (fabs)
Job Type
Employment Type
Jul 10, 2024
TSMC is searching for a Computer Vision and Machine Learning Software Manager for Mask-Making and computational application. As the leader of the in-house image and AI team, you will be responsible for delivering state-of-the-art technology for defect image inspection, evaluation, treatment, and analysis. Our software focuses on defect image inspection, evaluation, treatment, and analysis. The objective is to become the leading team in mask-technology software, supported by the most cutting-edge tools and the largest database accessible.
Job Responsibilities
1. Manage in-house inspection project, including image processing code and model structure design, implementation, and verification.
2. Code for GPUs to optimize computing resources for image processing and machine learning.
3. Implement style transfer and GAN for high-accuracy image simulation.
4. Develop image processing and deep-learning model for image segmentation and classification.
Job Qualifications
1. Work experience: 2+ years of GPU parallel computing, optical simulation, or inspection image processing experience.
2. Education: Master’s degree or above in computer science, Electrical Engineering, or related field.
3. Skill set: Familiar with Computer vision and Machine learning, experienced in GPU coding (CUDA/MPI), cuLitho, optical inspection or OPC is a plus.
4. Coding languages: Familiar with Python, C/C++.