CPPS Group), SIMTech

A*STAR · Singapore, Singapore, Singapore

Location

Singapore

Job Type

Full-Time

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...

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