Research Fellow (Computer Science/AI/Computational Biology/Bioinformatics)

Nanyang Technological University Singapore; Singapore; On-site; SGD 90,000 - 120,000; Full time

Job summary

NTU Singapore's College of Computing and Data Science (CCDS) invites applications for a Research Fellow (AI / Computational Biology) to advance RNA therapeutics using cutting-edge AI methods. Based at NTU CCDS in Singapore, you will collaborate with LKC School of Medicine and other researchers to push the frontier of RNA design and data-driven biology.

You will develop ML models, curate datasets, publish in top AI and biology venues, and contribute to interdisciplinary projects bridging

Qualifications

• PhD in Computer Science, AI, Computational Biology, Bioinformatics, or a related quantitative discipline.
• Strong ML/DL background with proficiency in PyTorch, JAX, or TensorFlow.
• Experience with biological sequence analysis, generative models, or computational drug discovery is strongly preferred.
• Excellent programming, analytical, and collaborative communication skills.
• Eagerness to work in an agile, interdisciplinary research environment.

Responsibilities

• Develop and deploy state-of-the-art machine learning/deep learning models for RNA sequence design, structure prediction, and property optimization.
• Process, curate, and model high-throughput screening and genomics datasets.
• Collaborate closely with wet-lab biologists and clinicians to validate AI predictions experimentally.
• Stay current with advancements in AI4Science and prepare scientific publications for top AI conferences and high-impact journals.
• Present research findings to multidisciplinary academic and industry partners.

Skills

Machine learning

Deep learning

Collaborative communication

Agile research environment

Education

PhD in Computer Science / AI / Computational Biology / Bioinformatics

Tools

PyTorch

JAX

TensorFlow

Job description

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college known for its excellent curriculum, outstanding research, and world-renowned faculty. Located in the heart of Asia, NTU CCDS is shaping the future of AI, Data Science, and Computing.
We are seeking a highly motivated and innovative Research Fellow (AI / Computational Biology) to join our cutting-edge initiative at the intersection of artificial intelligence and RNA therapeutics. This position is part of a collaborative effort across NTU CCDS and LKC School of Medicine, developing frontier AI methodologies to revolutionize RNA-based treatments.

Key Responsibilities

• Develop and deploy state-of-the-art machine learning/deep learning models for RNA sequence design, structure prediction, and property optimization.
• Process, curate, and model high-throughput screening and genomics datasets.
• Collaborate closely with wet-lab biologists and clinicians to validate AI predictions experimentally.
• Stay current with advancements in AI4Science and prepare scientific publications for top AI conferences and high-impact journals.
• Present research findings to multidisciplinary academic and industry partners.

Job Requirements

• PhD in Computer Science, AI, Computational Biology, Bioinformatics, or a related quantitative discipline.
• Strong background in machine learning/deep learning with proficiency in PyTorch, JAX, or TensorFlow.
• Experience with biological sequence analysis, generative models, or computational drug discovery is strongly preferred.
• Excellent programming, analytical, and collaborative communication skills.
• Eagerness to work in an agile, interdisciplinary research environment.

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU