Direkt zum Inhalt
Unternehmen
Taiwan Semiconductor Manufacturing Company Limited
Ort
Taiwan
Karrierebereich
Barrierefreiheit Inklusion
Art des Jobs
Ingenieur / Verwaltung
Art der Beschäftigung
Regulär
Veröffentlicht
16.11.2023
Established in 1987 and headquartered in Taiwan, TSMC pioneered the pure-play foundry business model with an exclusive focus on manufacturing its customers’ products. In 2023, the company served 528 customers with 11,895 products for high performance computing, smartphones, IoT, automotive, and consumer electronics, and is the world’s largest provider of logic ICs with 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 its ESMC subsidiary plans to begin construction on a fab in 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.
Zuständigkeiten
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.
Qualifikationen
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.