Senior AI Research Scientist (6240)

Job description

Overview of Role Taiwan Semiconductor Manufacturing Company (TSMC) is seeking applications for skilled Senior Artificial Intelligence (AI) Research Scientists for their Artificial Intelligence for Business Intelligence (AI4BI) Center. The AI4BI Center is a global and international team that seeks to develop advanced AI-enabled analytics techniques to facilitate important business intelligence applications highly relevant to TSMC. This role will be based in our San Jose office in a hybrid working environment (working four days in the office). Individuals in this position may be responsible for tasks across two technical areas. The first is designing and implementing significant machine learning, deep learning, text mining, Large Language Model (LLM), foundation model, and/or network science-based approaches to extract insights from structured (e.g., transactional) and unstructured data sources (e.g., 10K reports, social media posts, news) for various BI applications. Second, the position may require efforts in developing time series modelling and/or reinforcement learning-based approaches for analyzing fab tool productivity and facilitating effective wafer start strategies. This rol...