Healthcare AI Vision Scientist & Deep Learning Architect

Singapore General Hospital; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Singapore General Hospital's Artificial Intelligence Development Office (AIDO) seeks a talented professional to design, develop and evaluate advanced deep learning models addressing healthcare challenges.

You will build customised architectures for object detection and image segmentation, including vision-language tasks, and translate clinical needs into AI solutions in collaboration with researchers and clinicians.

Qualifications

• Bachelor's Degree in Computer Science, Artificial Intelligence, Mathematics, Physics, Statistics, Engineering or related quantitative disciplines. Master's Degree or PhD would be an advantage.

Responsibilities

• Design, develop and evaluate customised deep learning models for healthcare applications.
• Build architectures for object detection and image segmentation.
• Design rigorous experiments with baselines, metrics, and ablation studies.
• Translate clinical and operational needs into AI solutions in collaboration with healthcare professionals and researchers.
• Publish research results and contribute to scientific communications.

Skills

Deep learning

Computer vision

Vision-language models

Transformer-based models

Python

PyTorch

GPU-based training

Experiment design

Reading research papers

Communication

Team collaboration

Education

Bachelor's Degree

Master's Degree

PhD

Tools

Job description

Singapore General Hospital's Artificial Intelligence Development Office (AIDO) seeks a talented professional to design, develop and evaluate advanced deep learning models addressing healthcare challenges.

You will build customised architectures for object detection and image segmentation, including vision-language tasks, and translate clinical needs into AI solutions in collaboration with researchers and clinicians.