Senior Research Scientist (DMD Division/CPPS Group), SIMTech
A*STAR
Full-Time
Mathematical Science Occupations
Location
Singapore, Singapore, Singapore
Posted
June 07, 2026
Job Description
Role Summary
We seek a Machine Learning Scientist to lead and support R&D in applying AI/ML to manufacturing challenges, particularly in process monitoring, quality improvement, and reconfigurable systems.
Key Responsibilities
Conduct research on ML/AI applications in smart manufacturing.
Develop & deploy ML pipelines with MLOps practices.
Work with time series data for predictive modeling.
Apply advanced ML methods: few-shot, transfer, continual learning.
Collaborate in a multidisciplinary team.
Ensure scalable and reproducible ML workflows using Docker.
Requirements
PhD in Computer Science, Engineering, or related field (focus on ML/AI).
Proven experience with ML in production environments.
Proficient in time series analysis & quality monitoring systems.
F...