Lead ML Scientist — Smart Manufacturing AI

A*STAR - Agency for Science, Technology and Research; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

A*STAR - Agency for Science, Technology and Research in Singapore is seeking a Machine Learning Scientist to lead AI/ML research, focusing on manufacturing challenges such as process monitoring and quality improvement. Applicants should have a PhD in Computer Science, proven production ML experience, and familiarity with Docker and advanced ML techniques. The role involves developing scalable ML workflows and collaborating in an interdisciplinary team within Singapore's vibrant tech ecosystem.

Qualifications

• PhD focused on ML/AI is required.
• Proven experience in production ML environments.
• Proficiency in time series analysis is essential.
• Familiarity with Docker and MLOps practices.

Responsibilities

• Lead research on ML/AI applications in smart manufacturing.
• Develop and deploy ML pipelines effectively.
• Work with time series data for predictive modeling.
• Apply advanced ML methods and collaborate with the team.

Skills

Machine Learning

AI Applications

Time Series Analysis

Docker

Python

Education

PhD in Computer Science, Engineering, or related field

Tools

ML Frameworks (PyTorch/TensorFlow)

Cloud Platforms (AWS, GCP, Azure)

Job description

A*STAR - Agency for Science, Technology and Research in Singapore is seeking a Machine Learning Scientist to lead AI/ML research, focusing on manufacturing challenges such as process monitoring and quality improvement. Applicants should have a PhD in Computer Science, proven production ML experience, and familiarity with Docker and advanced ML techniques. The role involves developing scalable ML workflows and collaborating in an interdisciplinary team within Singapore's vibrant tech ecosystem.