Deskripsi Pekerjaan
Are you passionate about the intersection of Artificial Intelligence, Machine Learning, and advanced semiconductor manufacturing? The Agency for Science, Technology and Research (A*STAR) invites you to join the Institute of Microelectronics (IME) as a Senior Research Engineer (FAB Data & Automation). In this pivotal role, you will leverage cutting-edge AI and ML techniques to enhance semiconductor fabrication (FAB) processes, driving automation and digital transformation within our dynamic data team.
As part of A*STAR, one of Asia’s leading public research agencies, you will have the opportunity to work on groundbreaking projects that shape the future of the electronics industry. You will collaborate with a diverse team of engineers and data scientists to develop robust data pipelines, implement predictive maintenance models, and optimize manufacturing workflows. This is a unique chance to contribute to high-impact research while enjoying a supportive work environment in Singapore.
Tanggung Jawab
- Design, develop, and deploy Machine Learning models to analyze complex sensor data from semiconductor fabrication facilities.
- Automate data collection, cleaning, and processing workflows to ensure high-quality data for model training.
- Collaborate with process engineers to identify bottlenecks and implement data-driven solutions for process optimization.
- Conduct rigorous performance testing and validation of AI algorithms in simulated and real-world manufacturing environments.
- Translate technical research findings into practical recommendations for process improvement and cost reduction.
- Maintain and update existing data infrastructure to support scalability and reliability.
Kualifikasi
- A Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, Data Science, or a related technical field.
- Strong programming skills in Python, C++, or Java, with experience in data manipulation libraries (e.g., Pandas, NumPy).
- Proven experience in applying AI/ML techniques (e.g., Deep Learning, Regression, Time-series analysis) to industrial problems.
- Familiarity with semiconductor manufacturing processes and terminology is highly preferred.
- Excellent problem-solving skills and the ability to work effectively in a cross-functional, agile team environment.
- Strong communication skills, both written and verbal, for technical reporting and stakeholder updates.