Scientist, Laboratory of AI in Genomics (GIS) - Toa Payoh

Job duties and responsibilities :

The focus will be on de novo genome assembly methods for reconstructing cancer genomes or developing new generative RNA/DNA/epigenome/epitranscriptome foundation models.

The duties include working with PhD students and ROs, helping write grant proposals, and managing projects.

Job Requirements :

Essential experience and skills:

• You have a PhD in computer science, math of physics
• You are experienced in deep learning or classical algorithms
• You are experienced in Pytorch for deep learning or C/C++ or Rust for classical algorithms
• You have an active interest in understanding the biology
• At least one first-author publication or preprint from your PhD and/or MSc work.

Desirable experience and skills:

• Experience with bioinformatics methods and tools for (a) variant calling, and/or (b) de novo assembly and/or (c) long read sequencing analysis;
• Proficiency in Python, and genomics and machine learning libraries therein.
• Keen interest in programming, algorithm development, mathematics, complexity, and puzzles.
• Two or more first-author publications and/or preprints from your PhD and/or MSc work.