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Unternehmen
Taiwan Semiconductor Manufacturing Company Limited
Ort
Taiwan
Karrierebereich
Unternehmensplanung
Art des Jobs
Manager / Führungskraft
Art der Beschäftigung
Regulär
Veröffentlicht
11.03.2025
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.

As an AI Optimization Manager within the AI4BI division of TSMC’s Corporate Planning Organization (CPO), you will serve as a technical lead, spearheading efforts in optimization and automation to revolutionize CPO business processes. Your work will span from automation and data analytics to business intelligence.
Zuständigkeiten
1. Digital Transformation and Solution Optimization: Identify and capitalize on opportunities for digital transformation in CPO business processes, such as capacity planning, business forecasting, and operational optimization. Frame and solve a broad spectrum of problems, such as demand-supply matching, scheduling, and operational efficiency, and use advanced optimization algorithms.
2. Research and Strategy Development: Lead in researching, developing strategies, and creating roadmaps that incorporate new AI/ML, business intelligence, and intelligent automation technologies. Foster collaborations with universities and industry partners to advance the AI4BI agenda, while also spearheading the creation of patent applications and contributing to technical publications, thereby enhancing TSMC’s reputation in AI/ML innovation.
3. Leadership and Collaboration: Lead the AI/ML team and collaborate with cross-functional teams to drive or co-drive the initial ideation, development, and deployment of innovative solutions. Mentor and guide a team of AI/ML scientists and data engineers, fostering a collaborative and high-performance culture.
4. Project and Stakeholder Management: Interact and engage with IT/business stakeholders, user executives, technical leads, and partners to manage project scope, priorities, deliverables, risks/issues, and timelines. Effectively communicate to ensure alignment and success, ultimately delivering successful implementations of AI application.
Qualifikationen
1. Practical Experience: Demonstrated experience in developing and deploying large-scale optimization solutions is essential.
2. Technical Expertise: Proficiency in optimization techniques, including but not limited to graphs, linear programming, mixed-integer programming, non-linear optimization, and convex optimization.
3. Application Knowledge: Extensive experience in optimization applications such as supply chain management and process optimization.
4. Preferred Work Experience: 10 years