Research Associate - COSMOS Data Scientist

Nanyang Technological University; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

The Institute for Digital Molecular Analytics and Science (IDMxS) at NTU Singapore invites applications for a Research Associate to advance the COSMOS framework. The RA will be embedded at NTU (reporting to Duane at NUS) to engage with data-generating groups while collaborating with the COSMOS team at NUS.

You will adapt COSMOS to new datasets, help interpret motifs, and develop reusable pipelines across domains.

Qualifications

• MSc in AI for Science preferred; BSc in Science or Engineering.
• Experience with unsupervised and self-supervised learning on datasets from scientific instrumentation.
• Strong ML programming with PyTorch and HPC experience.

Responsibilities

• Apply and adapt COSMOS to new datasets.
• Work with domain experts to interpret discovered motifs.
• Co-develop mechanistic hypotheses.

Skills

Unsupervised learning

Self-supervised learning

Scientific programming

Education

MSc degree in AI for Science (preferred)

Bachelor's degree in Science or Engineering

Tools

Pytorch

HPC environment

Job description

The Institute for Digital Molecular Analytics and Science (IDMxS) at NTU Singapore invites applications for a Research Associate to advance the COSMOS framework. The RA will be embedded at NTU (reporting to Duane at NUS) to engage with data-generating groups while collaborating with the COSMOS team at NUS.

You will adapt COSMOS to new datasets, help interpret motifs, and develop reusable pipelines across domains.