RoleTSMC AI team is developing the next-generation technologies that change how high-tech manufacturing works. We're looking for engineers and data scientists who are passionate about bringing new ideas from diverse areas and love working with complex data, finding insights, and presenting findings to peers, management, and internal customers.As a key member of a small and versatile team, you will design and implement machine learning algorithms that support TSMC R&D/Fab/Business/IT/Security functions to improve productivity and quality of work.
1.AI solution development and strategy implementation for manufacturing processes improvement.
2.Perform data scientist role from data collection, data exploration, feature engineering, model evaluation, to error analysis.
3.Exercise sound judgement to determine if business problems can be solved through AI/ML and communicate results with domain users for model explanation or error analysis.
4.Perform model lifecycle management to ensure model validity in production.
1.BS or above in Computer Science, Math or Engineering related fields
2.Experience with programming in Python, SAS, or Matlab.
3.Experience in machine learning or deep learning.
4.Good communication and collaboration skills.
Established in 1987, TSMC is the world's first dedicated semiconductor foundry. As the founder and a leader of the Dedicated IC Foundry segment, TSMC has built its reputation by offering advanced and "More-than-Moore" wafer production processes and unparalleled manufacturing efficiency. From its inception, TSMC has consistently offered the foundry segment's leading technologies and TSMC COMPATIBLE® design services.
TSMC has consistently experienced strong growth by building solid partnerships with its customers, large and small. IC suppliers from around the world trust TSMC with their manufacturing needs, thanks to its unique integration of cutting-edge process technologies, pioneering design services, manufacturing productivity and product quality.
The company's total managed capacity reached above 9 million 12-inch equivalent wafers in 2015. TSMC operates three advanced 12-inch wafer fabs, four eight-inch wafer fabs, one six-inch wafer fab (fab 2) and two backend fabs (advanced backend fab 1 and 2). TSMC also manages two eight-inch fabs at wholly owned subsidiaries: WaferTech in the United States and TSMC China Company Limited. TSMC also obtains eight-inch wafer capacity from other companies in which the Company has an equity interest.
TSMC is listed on the Taiwan Stock Exchange (TWSE) under ticker number 2330, and its American Depositary Shares trade on the New York Stock Exchange (NYSE) under the symbol "TSM".