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

A*STAR

Full-Time Mathematical Science Occupations
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Location
Singapore, Singapore, Singapore
Posted
June 04, 2026

Job Description

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 techniques (f...

    • Job Details

    • Job Type
      Full-Time
    • Category
      Mathematical Science Occupations
    • Date Posted
      June 04, 2026
    • Application Deadline
      July 14, 2026