Direkt zum Inhalt
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
資訊技術
職別
工程師/管理師
職務類型
正職
職務張貼日
2026/03/17
台積公司成立於1987年，率先開創了專業積體電路製造服務之商業模式，自此成為世界領先的專業積體電路製造服務公司。台積公司以領先業界的製程技術及設計解決方案組合支援其客戶及夥伴生態系統的蓬勃發展，以此釋放全球半導體產業的創新。台積公司為534 個客戶提供服務，生產12,682 種不同產品，被廣泛地運用在各種終端市場，例如高效能運算、智慧型手機、物聯網、車用電子與消費性電子產品等。 進一步資訊請至台積公司網站https://www.tsmc.com.tw查詢。
As an AI/ML Engineer, you will be a key member of a versatile team focusing on both algorithm development and platform implementation for TSMC’s R&D, Fab, Business, IT, and Security functions to improve productivity and work quality. The role involves developing AI/ML solutions, implementing scalable platforms to support AI productionization, and maintaining the lifecycle of machine learning models.
職務說明
Common Responsibilities

1. Collaborate with cross-functional teams of data scientists, ML engineers, and software developers.
2. Drive the complete AI solution development stages from data collection, exploration, and feature engineering to model evaluation and error analysis.
3. Perform model lifecycle management to ensure the validity of models in production.
4. Exercise sound judgment in determining if business problems can be addressed through AI/ML and communicate results effectively to domain users.
5. Operate and maintain scalable, highly available AI platforms with continuous measurement and quality improvement to meet SLO/SLAs.

Differentiated Responsibilities

1. AI/ML Solution Development

(1) Develop AI/ML algorithms that optimize manufacturing processes, improving productivity and work quality.
(2) Explain AI/ML models to internal customers and conduct error analysis.

2. AI Platform Development

(1) Design and implement full tech stack solutions, including data-related technologies and AI platforms.
(2) Develop tools, automation, and microservices to extend platform capabilities.
(3) Manage container-based workloads and process high volumes of data in environments like Kubernetes.

Additional information for the job:
 
Job Location: Hsinchu Site, Taipei Office (Experienced only)
On-call needs: On-call 1 week every 3 months

The complete interview process includes: 

1. Manager interview
2. Hackerrank test
3. On-site personality and English test(which could be replaced if you have script of officially English test)
4. HR interview
5. Second manager interview (Optional assessment)
6. Technical review (Optional assessment)
職務要求
Required Qualifications:

1. Bachelor’s degree or above in relevant fields (e.g., Computer Science, Math, Information Engineering, Industry Engineering, Statistics).
2. Programming experience in Python, SAS, or MATLAB.
3. Communication and collaboration skills with proactive problem-solving abilities.

Preferred Qualifications:

1. Knowledge of machine learning and deep learning frameworks or libraries.
2. Familiarity with ML lifecycle, MLOps, DevOps, SDLC methodologies, and CI/CD pipelines.
3. Experience in software development using general-purpose programming languages (e.g., Java, Python), Web Services (RESTful, SOAP), and SQL.
4. Experience managing containerized environments like Kubernetes.

Personal Attributes:

1. Critical thinker, detail-oriented, and high aptitude.
2. Self-driven, motivated, and eager to learn new technologies quickly.
3. A good team player with strong interpersonal skills.
營造一個合乎台積公司核心價值與經營理念的全球共融職場，對於公司未來成功至關重要。台積公司對全球共融職場的承諾，旨在讓每位員工無論性別、年齡、身心障礙、宗教、種族、族群、國籍、政治立場或性傾向，都能將其自身的觀點與經驗帶入工作，促進企業推升獲利、增加生產力並釋放創新。我們致力於創建一個公平無障礙的工作場所。台積公司承諾促進文化共融，讓每一位員工都覺得被重視且有能力為企業使命提供貢獻，並為全球各戶提供卓越服務。