- Singapore
A*STAR Research Hiring! Full Time Senior Scientist (DMD Division-CPPS Group), SIMTech in - Ricebowl
Share
Save
Working Location
Job Description
Responsibilities
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
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.
- 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.).
- Knowledge of predictive shopfloor analytics, especially predictive maintenance management and predictive quality management
- Background in smart/digital manufacturing.
- Familiarity with Industry 5.0 and reconfigurable systems.
- Strong Python skills; experience with ML frameworks (PyTorch/TensorFlow).
- Exposure to cloud platforms (AWS, GCP, Azure).
Important Information
Never provide your bank or credit card details when applying for jobs. Do not transfer any money or complete unrelated online surveys. If you see something suspicious, Report this Job ad.
Learn More
