Full-timeTech & engineering· Posted 11 Jun

Research Associate / Assistant (AI/ ML)

NTU SingaporeFrom company site

Salary

Not stated by the company

When

Full-time hours

Where

Western Water CatchmentNTU Main Campus, Singapore

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Start: Not stated
Work mode: On-site
Experience: Experienced

About the role

The Institute for Digital Molecular Analytics and Science is a research centre of excellence, and this role drives the expansion of the COSMOS framework across the institute. You will be embedded primarily at NTU while reporting to a lead at NUS, working closely with data-generating groups and the COSMOS development team. It suits a researcher with a strong machine learning and scientific programming background who enjoys bridging domain data and framework development.

What you'll do

Apply and adapt COSMOS to new datasets
Work with domain experts to interpret discovered motifs and co-develop mechanistic hypotheses
Help guide data structuring and labelling strategies
Contribute to experimental planning by identifying what data is needed to test hypotheses
Develop reusable pipelines that can be deployed across multiple domains

Good to know

Based at NTU Main Campus, with regular engagement with the COSMOS development team at NUS
Reporting line to a lead at NUS

Requirements

MSc degree in AI for Science preferred
Bachelor's degree in Science (e.g. Physics or Biology) or Engineering (e.g. Electrical, Computational)
Practical experience with unsupervised and self-supervised learning workflows on scientific instrumentation datasets such as microscopy, spectroscopy or time-series
Strong scientific programming background in the ML stack, specifically PyTorch
Experience in an HPC environment

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Listing ID 3725·

NTU Singapore

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Research Associate / Assistant (AI/ ML)

About the role

What you'll do

Good to know

Requirements

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