Computer Vision and Machine Learning Software Manager
面議（經常性薪資達4萬元或以上） 40000元
新竹縣寶山鄉
2~3年工作經驗
【本職缺僅接受台積電官方網站投遞】
請至台積電官方網站投遞個人履歷表，此職缺履歷登錄網址: https://careers.tsmc.com/careers/JobDetail?jobId=5292&source=1111
Established in 1987 and headquartered in Taiwan, TSMC pioneered the pure-play foundry business model with an exclusive focus on manufacturing its customers’ products. As of 2024, TSMC serves more than 500 customers and manufactures over 11,000 products for high-performance computing, smartphones, the Internet of Things (IoT), automotive, and digital consumer electronics. It is the world’s largest provider of logic ICs, with an annual capacity of 16 million 12-inch equivalent wafers. TSMC operates fabs in Taiwan as well as manufacturing subsidiaries in Washington State, Japan and China, and the Company began construction on a specialty technology fab in Dresden, Germany, in 2024. In Arizona, TSMC is building three fabs, with the first starting 4nm production in 2025, the second by 2028, and the third by the end of the decade.
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.
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.
Fostering a global inclusive workplace reflects TSMC’s core values and business philosophy and is essential for our future success. Our commitment to global inclusive workplace allows us to create an environment where every employee, regardless of gender, age, disability, religion, race, ethnicity, nationality, political affiliation, or sexual orientation, can bring their unique perspective and experiences to work, enabling us to drive profitability, increase productivity, and unleash innovation. We strive to create a workplace that is equitable and accessible to all employees. We are committed to fostering an inclusive culture where every employee feels valued and empowered to contribute to our mission and provide excellent service to our global customers.
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