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公司名稱
台灣積體電路製造股份有限公司
工作地點
台灣
專業領域
企業規劃
職別
工程師/管理師
職務類型
正職
職務張貼日
2024/08/02
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.

Overview of Role

As a data analyst, you will collect and manage data, facilitating further interpretation of the model created by data scientists. If you have a passion for capacity planning and a desire to work on complex business problems, we encourage you to apply for this exciting opportunity.
職務說明
1. Introduce AI or optimization methodology to solve the problems related to capacity planning, production management, supply chain management, etc.
2. Create, construct, and maintain the essential infrastructure for storing and processing vast amounts of data.
3. Collaborate closely with data scientists to ensure that the data is correctly organized and available for analysis.
4. Develop business process for stakeholders to extract insights from structured and unstructured data using operations research or AI-enabled analytics procedures.
5. Work with optimization techniques, Big Data, NoSQL databases, machine learning and deep learning algorithms to capture profitable growth opportunities and future challenges.
職務要求
Minimum Qualifications:

1. Master’s degree or above in industrial engineering, computer science, information systems, information science; or a related field.
2. In-depth knowledge of Python (with Jupyter, PyCharm, or similar environment), GitHub, and Markdown.
3. Experience connecting to optimization, particularly in solving mathematical programming by Gurobi, Cplex, or Pulp.
4. In-depth knowledge of relational data management, including extracting, transforming, loading, querying from MySQL databases.

Preferred Qualifications:

1. Deep understanding in capacity planning and production control.
2. Knowledge on how to support the business process re-engineering and provide the solution/data analysis from unstructured data and format the extractions into data structures such as lists, trees, graphs, grids, and/or sequences.
3. In-depth knowledge of reinforcement learning, conventional machine learning and deep learning algorithms and packages, including scikit-learn, Keras, and/or Pytorch.
4. Experience connecting to REST API endpoints, particularly in parsing data in JSON and XML formats will be a plus.

Diversity, Equity and Inclusion (DE&I) reflects TSMC’s core values and business philosophy and is essential for our future success. Our commitment to DE&I allows us to create an environment where every employee, regardless of gender, age, disability, religion, race, ethnicity, nationality, political affiliation, or sexual orientation, can bring their unique perspective and experiences to work, enabling us to drive profitability, increase productivity, and unleash innovation. To strive to create a workplace that is equitable and accessible to all employees, we also provide reasonable accommodations for qualified individuals with disabilities. We are committed to fostering an inclusive culture where every employee feels valued and empowered to contribute to our mission and provide excellent service to our global customers.