Genomics AI Scientist: De Novo Assembly & Models

A*STAR RESEARCH ENTITIES; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A leading research organization in Singapore is seeking talented individuals in computer science to join their cancer genomics research team. The role involves developing algorithms and deep learning models focusing on cancer genomes, including de novo genome assembly methods. Candidates should have a PhD in computer science, math, or physics, with experience in deep learning and bioinformatics tools. This position offers the chance to contribute significantly to cancer research and therapeutics development.

Qualifications

• Experienced in deep learning or classical algorithms.
• At least one or two first-author publications or preprints.
• Keen interest in programming, algorithm development, mathematics.

Responsibilities

• Develop new algorithms or deep learning models.
• Assist in writing grant proposals.
• Manage projects.

Skills

Deep learning

Classical algorithms

Pytorch

C/C++

Rust

Python

Education

PhD in computer science, math or physics

Tools

Bioinformatics tools for variant calling

Bioinformatics tools for de novo assembly

Bioinformatics tools for long read sequencing analysis

Job description

A leading research organization in Singapore is seeking talented individuals in computer science to join their cancer genomics research team. The role involves developing algorithms and deep learning models focusing on cancer genomes, including de novo genome assembly methods. Candidates should have a PhD in computer science, math, or physics, with experience in deep learning and bioinformatics tools. This position offers the chance to contribute significantly to cancer research and therapeutics development.