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Company
Taiwan Semiconductor Manufacturing Company Limited, TSMC
Location
Taiwan
Job Type
Engineer / Admin
Employment Type
Regular
Posted
Jul 09, 2024
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.
Job Responsibilities
About Corporate Planning Organization:

1. We ensure customers' demands are well satisfied in the rapid market, win customer trust, enhance operation efficiency and reach profit maximization.
2. We drive for business effectiveness to bring world changing innovation into reality.
3. Our resources, production and demand planning, pricing, and system integration team develop flexible planning and provide quick responsiveness to coordinate needs between factories and customers.
4. We seek individuals who meet the following criteria: 

(1) Possess experience in Business, Industrial Engineering, Computer Science, Information Systems, Information Science, or Semiconductor Industry. 
(2) Have skills in logic thinking and communication, learning agility, and business acumen.

Following is detailed job description:

1. Account PC Planner

(1) Provide delivery schedule and logistic services to key customer.
(2) Coordinate the internal planning team including planning team and Backend for delivery.
(3) Manage logistic service related projects and Hub.

2. Fab Production Control Planner

(1) Production control relative systems initiate/ analyze.
(2) Production control relative data maintenance.
(3) Project management.
(4) Mask CLIP setting and delivery management.
(5) Co-work with EBO/FPC/APC/Fab for mask support plan.

3. Fab Rationalization Engineer

(1) Demand to supply rationalization, maximize capacity utilization.
(2) Analyze product and new tape out portfolio for fab utilization effectiveness.
(3) Provide FR proposal to optimize fab loading and customer's requirement.
(4) Synergize demand planning and fab rationalization to maximize fab operational effectiveness and demand support.

4. Operation Resources Planning Engineer

(1) Capacity planning and management.
(2) Productivity improvement.
(3) Capital investment evaluation and control.
(4) Fab space layout planning.

5. Data Engineer

(1) Strong working knowledge of Python (with Jupyter, PyCharm, or similar environment), GitHub, and Markdown.
(2) Experience in connecting to REST API endpoints, particularly in parsing data in JSON and XML formats.
(3) Experience in developing web crawlers to collect data from web pages using tools such as Scrapy and BeautifulSoup.
(4) Strong working knowledge of relational data management, including extracting, transforming, loading, and querying from MySQL databases.
(5) Knowledge of server-based front-end/UI technologies, including HTML, CSS, and PHP.

6. Data Scientist

(1) Excellent knowledge of Python (with Jupyter, PyCharm, or similar environment), GitHub, and Markdown.
(2) Extensive experience with data wrangling, data pre-processing (e.g., de-duplication, imputation), and data extraction from structured and unstructured (e.g., social media) data sources with tools such as Pandas or SideTable.
(3) Experience in developing classical machine learning (supervised or unsupervised) algorithm pipelines, including data annotation, feature extraction/weighting, model selection and tuning, and model evaluation using tools such as scikit-learn.
(4) Strong knowledge of fundamental statistical principles, including basic knowledge of probability, probability distributions, relationships between variables, hypothesis testing, and statistical significance.
(5) Experience with executing network science, including network construction, centrality measures, and community detection using packages such as networkX or iGraph.
(6) Experience with text analytics (e.g., named entity recognition, parts of speech tagging, parsing, coreference resolution, topic modelling, sentiment analysis) and text graphs using packages (e.g., NLTK, Spacy, or Gensim).
(7) Fundamental and hands-on implementation knowledge of deep learning, including constructing data encodings (graph, tree, grid, sequence), basic processing units (e.g., ANN, RNN, CNN, GNN), model extensions (e.g., attention mechanisms, highway), learning paradigms (supervised, unsupervised, adversarial), and learning strategy and implementation (optimization, regularization, gradient descent, dropout) using packages such as Keras, PyTorch, or TensorFlow.
(8) Front-end/UI development and deployment using serverless technologies such as Streamlit and Netlify is a plus.

7. Corporate Planning Associate

TSMC Corporate Planning Organization (CPO) plays a strategic role in TSMC's growth. We develop global planning and provide quick responsiveness to coordinate needs between factories and customers, driving for business effectiveness to bring world-changing innovation into reality. 

CPO is looking for Corporate Planning Associates. As an Associate, you will be rotated to a variety of roles in the 1st year to gain broad exposure to TSMC CPO. The rotation may cover several of following roles, operation resources planning, production planning, business operations, corporate pricing, advanced package supply chain solution, integrated & intelligent planning, and strategic platform intelligence. 

After successfully completing the rotation program, you will be placed in a role that matches your interests as well as to fulfill business needs.

More CPO Associate Program Brochure, please refer to this link: https://careers.tsmc.com/careers/JobDetail/507/attachment/f933cb58-6ee7-40e2-b623-8f9800718e50
Job Qualifications
1. Good business sense and communication skill.
2. Mindful working attitude with high working quality.
3. Familiar with TSMC/ Semiconductor Fab/ Back-end operation process is a plus.
4. Knowledge of ESCM is 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.