Postdoc: AI/ML for Spatial Omics & Precision Medicine

A*STAR RESEARCH ENTITIES; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

A leading research institute in Singapore seeks a postdoctoral research fellow in AI and Machine Learning focused on spatial omics and precision medicine. The candidate will develop AI models for analyzing mass spectrometry and tissue images, collaborating with biologists and physicians. Qualifications include a PhD or Master in relevant fields, proficiency in Python and R, and a strong background in AI/ML. This role provides opportunities for influencing cancer diagnosis and precision medicine.

Qualifications

• PhD or Master in relevant fields such as Bioinformatics, Computational Biology, or Cancer Biology.
• Proficiency in Python and R programming languages.
• Strong background in AI/ML modelling and statistics.
• Previous experience in analyzing metabolomics and multiplex tissue images is highly desirable.

Responsibilities

• Develop and apply AI and ML models for analyzing mass spectrometry and transcriptomics data.
• Participate in the development of new biomarkers.
• Present findings at international conferences and publish research.

Skills

Python programming

R programming

AI/ML modelling

Statistics

Data analysis and visualization

Deep learning frameworks

Good communication skills

Collaborative teamwork

Education

PhD or Master in Computer Science or related field

Tools

TensorFlow

PyTorch

Job description

A leading research institute in Singapore seeks a postdoctoral research fellow in AI and Machine Learning focused on spatial omics and precision medicine. The candidate will develop AI models for analyzing mass spectrometry and tissue images, collaborating with biologists and physicians. Qualifications include a PhD or Master in relevant fields, proficiency in Python and R, and a strong background in AI/ML. This role provides opportunities for influencing cancer diagnosis and precision medicine.