Postdoc AI/ML Scientist, Tissue Analytics & Biomarkers

MSD INTERNATIONAL GMBH (SINGAPORE BRANCH); Singapore; On-site; SGD 65,000 - 90,000; Full time

Job summary

MSD INTERNATIONAL GMBH (SINGAPORE BRANCH) seeks a Postdoctoral Fellow to advance AI/ML for tissue analytics within the Biomarkers & Analytics team in Biopolis, Singapore. You will explore innovative computational pathology methods and contribute to biomarker discovery in translational drug development.

The role emphasizes collaboration across data science, pathology, biology, and translational medicine, with opportunities to publish and present at leading conferences and to grow within a

Qualifications

• PhD degree in Computer Science, Data Science, Electrical Engineering, Biomedical Engineering, Biomedical Sciences, Computational Biology, Physics, or a related discipline.
• Track record of scientific publications in peer-reviewed journals and/or presentations at leading scientific conferences, demonstrating the ability to independently drive research from concept through dissemination.
• Strong background in machine learning and deep learning, including foundation models, representation learning, multimodal learning, generative AI, transformers, self-supervised learning, and related areas.

Responsibilities

• Design, build, validate, and deploy AI/ML models for tissue analytics and computational pathology on imaging data from preclinical and clinical studies.
• Develop and apply advanced ML methodologies including foundation models and multimodal learning to derive biological insights.
• Collaborate with interdisciplinary teams across data science, pathology, biology, and translational research to advance tissue analytics capabilities.

Skills

Machine learning

Deep learning

Foundation models

Multimodal learning

Transformers

Self-supervised learning

Biomedicine analytics

Education

PhD in Computer Science/related field

Job description

MSD INTERNATIONAL GMBH (SINGAPORE BRANCH) seeks a Postdoctoral Fellow to advance AI/ML for tissue analytics within the Biomarkers & Analytics team in Biopolis, Singapore. You will explore innovative computational pathology methods and contribute to biomarker discovery in translational drug development.

The role emphasizes collaboration across data science, pathology, biology, and translational medicine, with opportunities to publish and present at leading conferences and to grow within a