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Senior Scientist (DMD Division/CPPS Group), SIMTech Job Opening In Singapore, Singapore – Now Hiring A*STAR RESEARCH ENTITIES

Senior Scientist (DMD Division/CPPS Group), SIMTech

    Singapore Jobs Expertini Expertini Singapore Jobs Other General Senior Scientist (Dmd Division/cpps Group), Simtech

Job description

Overview
SIMTech, a research institute under A*STAR, advances high-value manufacturing technologies to boost Singapore’s industrial competitiveness.

The
Digital Manufacturing Division
pioneers digital solutions for smart, reconfigurable manufacturing systems, driving innovation for Industry 5.0.
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 .


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 (few-shot, continual learning, etc.).


Preferred Skills
Knowledge of predictive shopfloor analytics, especially predictive maintenance management and predictive quality management
Background in smart/digital manufacturing.


Strong Python skills; experience with ML frameworks (PyTorch/TensorFlow).


Exposure to cloud platforms (AWS, GCP, Azure).


#J-18808-Ljbffr

Required Skill Profession

Other General


  • Job Details

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