Join TSMC Washington and help power the future of technology. At TSMC, we don't just make semiconductors; we innovate to transform industries and enhance lives. As the world’s leading semiconductor foundry, we partner with top tech companies to drive advancements in industries such as healthcare, automotive, consumer electronics, and renewable energy. At TSMC Washington, you'll thrive where innovation meets precision manufacturing, and integrity guides our high standards and customer trust. Our visionary leaders collaborate with clients to achieve groundbreaking results, ensuring our leadership in the semiconductor sector. Explore career opportunities with TSMC Washington and join a company with a commitment to excellence and innovation. Who We're Looking For We are seeking a highly analytical and technically proficient Data Science & AI Intern to drive operational efficiency and optimize production flow within our state-of-the-art semiconductor fabrication facility. This internship offers a unique opportunity to apply advanced data science and AI techniques to real-world manufacturing challenges. Key project areas include: AI/Advanced Analytics for Production Line Insights: Automating and enhancing daily production line analysis. This involves developing data extraction/integration scripts, conducting comprehensive exploratory data analysis, and creating interactive dashboards (e.g., Power BI, Excel VBA) to visualize critical KPIs and trends. Opportunities may also arise to explore predictive modeling for performance forecasting and issue identification. Dispatch Logic Optimization: Designing or modifying dispatching algorithms for semiconductor equipment to maximize utilization, meet production targets (e.g., Move Goal, On-Time Delivery), and improve overall performance. Tasks include analyzing existing rules, identifying optimization opportunities, and developing/modifying algorithms (e.g., SQL/Report RTD) incorporating advanced scheduling concepts. Proposed logic will undergo rigorous simulation and validation. The overarching goal of this role is to foster data-driven decision-making and significantly enhance semiconductor production processes through innovative AI and analytical solutions.
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Job Type
Full-time
Career Level
Intern
Number of Employees
5,001-10,000 employees