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Intelligent Manufacturing System Engineer

Intelligent Manufacturing System Engineer
by Admin on 04-09-2025 at 4:00 am

  • Full Time
  • Taiwan
  • Applications have closed

Website TSMC

Key Systems and Functions:

1. Intelligent Scheduling Development Department (ISDD): Optimizes workflows to enhance efficiency, reduce cycle times, and ensure timely deliveries.

2. Intelligent Process Control System (IPCS) : Achieves nanometer precision and ensures chip quality with real-time anomaly detection and diagnostics.

3. Advanced Quality System Development (AQSD) : Uses data analytics and machine learning to improve product quality and deliver high-quality wafers.

4. Vision and Numeric AI Productization (VNAP) : Employs vision AI for defect detection, pattern recognition, and automated inspection to increase yield and enable predictive maintenance.

5. Digital Workflow Technology Development (DWTD) : Streamlines processes with automation, reducing manual work and enhancing efficiency.

6. Manufacturing Technology RD (MTRD) : Develops cutting-edge technologies to address manufacturing challenges, driving innovation in productivity and quality.

7. Infrastructure and Platform Engineering Department (IPED): Builds scalable systems with cloud-native solutions and DevOps practices for seamless global integration.

8. Facility Computer Integrated Manufacturing (FDCIM) : Optimizes fab energy consumption, material management, and resource utilization.

9. Engineering Computer Integrated Manufacturing (ECIM) : Specializes in sensor data governance, fault and anomaly detection, and predictive analysis for equipment health to enhance efficiency and performance.

10. Computer Integrated Manufacturing (Site Service): HCIM, TCCIM, TCIM, AASD

Job Responsibilities

1. System Development and AI Integration:

(1) Develop intelligent manufacturing systems with automation and advanced control.
(2) Integrate AI to improve productivity and quality.
(3) Build real-time data systems for better decision-making.

2. Problem Solving:

(1) Translate business needs into technical solutions.
(2) Use big data to identify and solve manufacturing challenges.

3. Project Management:

(1) Ensure clear communication between teams and users.
(2) Lead cross-departmental solutions focusing on integration and performance.

Job Qualifications

Educational Background:

1. Master’s or above in relevant fields.
2. Preference for Ph.D. or research experience in AI, Data Science, or Semiconductor fields.

Technical Skills:

1. Proficient in programming (e.g., Python, SQL, C#, Java, React, TensorFlow, CUDA).
2. Familiar with machine learning, data visualization, statistical analysis, and system development.
3. Strong logical thinking and communication skills.
4. Project management experience is a plus.

Preferred Experience:

1. Open to fresh graduates.
2. Experience in semiconductor manufacturing or AI/ML applications.
3. Hands-on with MLOps/AIOps, web development, and front-end/back-end development.
4. Knowledge of automation tools, low-coding platforms, and cloud-native technologies is a plus.

Personal Attributes:

1. Self-motivated, result-oriented, eager to learn.
2. Strong teamwork, problem-solving, and communication skills.

Additional Information:

1. Work Locations:

(1) Hsinchu, Taichung, Tainan, Kaohsiung, or Taoyuan.
(2) Final location determined based on organizational and individual needs.

2. On-call Requirements:

(1) Occasional low-frequency on-call support; specifics discussed during the interview.

3. Interview Process:

(1) 1st Manager interview
(2) HackerRank test
(3) On-site personality and English test (can be replaced with an official English test script) (Optional)
(4) HR interview (Optional)
(5) 2nd Manager interview (Optional)

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