Lead AI Scientist: Multimodal Vision & Process Analytics

A*STAR - Agency for Science, Technology and Research; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

A*STAR - Agency for Science, Technology and Research in Singapore is seeking a researcher to lead AI architecture development. The role involves designing methodologies for Root Cause Analysis and integrating Knowledge Graphs with AI/ML approaches.

Candidates must hold a Ph.D. in a related field and possess strong Python programming and innovation skills. The position offers an opportunity to impact the manufacturing process with advanced AI techniques and work on high-impact research documentation.

Qualifications

• Ph.D. in Computer Science, Machine Learning, Electrical Engineering, or a related quantitative field is mandatory.
• Experience in publishing or developing algorithms in Computer Vision, Predictive Analytics, or Multimodal AI.
• Hands-on experience with Knowledge Graphs, ontologies, or graph neural networks.

Responsibilities

• Lead the research and development of novel AI architectures.
• Design and implement Knowledge Graphs and semantic reasoning.
• Pioneer the use of Temporal Transformers or Physics-Informed Neural Networks.

Skills

AI architecture development

Root Cause Analysis

Knowledge Graphs

Python programming

Image segmentation and classification

Education

Ph.D. in Computer Science or related field

Tools

Graph neural networks (GNNs)

Job description

A*STAR - Agency for Science, Technology and Research in Singapore is seeking a researcher to lead AI architecture development. The role involves designing methodologies for Root Cause Analysis and integrating Knowledge Graphs with AI/ML approaches.

Candidates must hold a Ph.D. in a related field and possess strong Python programming and innovation skills. The position offers an opportunity to impact the manufacturing process with advanced AI techniques and work on high-impact research documentation.