About the job
TSMC 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.