Senior Scientist, AI for Health, BII

A*STAR RESEARCH ENTITIES; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

A*STAR RESEARCH ENTITIES invites applications for a Scientist role focused on developing deep learning AI algorithms for health data. You will design and implement Transformer-based language models, ViT image-analysis models, and generic neural networks, using Python to deploy practical solutions on clinical datasets in Singapore.

The role emphasizes applying AI to precision medicine, population health, and prediction of illness, aiming to improve health outcomes through data-driven insights and

Qualifications

• PhD in computer science or related field.
• Experience in modern deep learning (neural networks).
• At least 5 years of experience in coding with Python.

Responsibilities

• Develop and implement deep learning models in Python for health data.
• Apply models to clinically relevant data connected to health clusters in Singapore.

Skills

Modern deep learning

Python programming

Education

PhD in computer science or related field

Tools

Python

Job description

Job Summary

Develop deep learning AI algorithms for applications with health data. This position involves developing and implementing models like Transformer-based language models, vision Transformer (ViT) image-analysis models, and general neural network based modeling algorithms. In addition to experience in developing such models, there is a need for experience in implementing them effectively in Python. The scientist will develop and implement such models, and will apply them on clinically relevant data connected to the health clusters in Singapore. The goal of the work of this scientist is to use advanced AI technology to improve health outcomes, via precision medicine, population health, and prediction of illness prior to the onset of symptoms (to realize prevention, and enhanced health).

Requirements

• PhD in computer science or related field
• Experience in modern deep learning (neural networks)
• At least 5 years of experience in coding with Python

The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.