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Location
Taiwan
Job Category
Disability Inclusion
Job Type
Engineer / Admin
Employment Type
Regular
Posted
Nov 16, 2023
Job Responsibilities
Taiwan Semiconductor Manufacturing Company Ltd. (TSMC) is committed to upholding the employment rights of accessibility individuals. In accordance with Taiwan Disability Rights Protection Act, we have established a dedicated recruitment section for those with a disability certificate and warmly welcome them to join TSMC.

Role

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.
 
Responsibility

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.
Job Qualifications
1. A valid Taiwan disability certificate.
2. Bachelor's degree or above in Computer Science, Math or Engineering related fields.
3. Experience with programming in Python, SAS, or Matlab.
4. Experience in machine learning or deep learning.
5. Good communication and collaboration skills.