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Senior Research Scientist (DMD Division/CPPS Group), SIMTech

Company

A*STAR

Location

Singapore, Singapore

Posted

May 31, 2026

Position Overview

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...
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