Postdoc: AI/ML for Spatial Omics & Precision Medicine

A*STAR RESEARCH ENTITIES; Singapore; On-site; SGD 50,000 - 70,000; Full time

Job summary

A Singaporean research institution is seeking a Postdoctoral Research Fellow in Artificial Intelligence and Machine Learning for spatial omics and precision medicine. The role involves developing new biomarkers and analyzing complex datasets. Desired qualifications include a Master's in a related field and proficiency in Python and R. Candidates with strong backgrounds in AI/ML and experience in metabolomics or multiplex tissue image analysis are preferred. The position offers collaboration opportunities in a dynamic environment.

Qualifications

• Master in Computer Science, Bioinformatics, or related field.
• Strong background in AI/ML, statistics, and data analysis required.
• Previous experience in metabolomics and/or multiplex tissue image analysis highly desirable.

Responsibilities

• Develop and apply novel AI and ML models for analyzing mass spectrometry data.
• Implement and benchmark computational algorithms.
• Present research findings at international conferences.

Skills

Proficiency in Python

Proficiency in R

AI/ML modelling

Statistics

Data analysis

Data visualization

Deep learning frameworks

Education

Master in Computer Science or related field

Tools

TensorFlow

PyTorch

Job description

A Singaporean research institution is seeking a Postdoctoral Research Fellow in Artificial Intelligence and Machine Learning for spatial omics and precision medicine. The role involves developing new biomarkers and analyzing complex datasets. Desired qualifications include a Master's in a related field and proficiency in Python and R. Candidates with strong backgrounds in AI/ML and experience in metabolomics or multiplex tissue image analysis are preferred. The position offers collaboration opportunities in a dynamic environment.