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Senior Scientist (DMD Division/CPPS Group), SIMTech

A*STAR RESEARCH ENTITIES

singapore, singapore, Singapore Full-time June 06, 2026
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Opportunity 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.
  • Familiar with Docker and MLOps best practices.
  • Knowledge of advanced ML techniqu...
Full-time Other-General

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