Senior Imaging Biomarker Scientist - AI/ML & Omics

MSD

Singapore

On-site

SGD 180,000 - 240,000

Full time

39 hours ago
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Job summary

MSD in Singapore's Biopolis campus seeks a Senior Specialist, Data Science (AI/ML Imaging & Omics) to lead the development of imaging analytics that couple MRI/CT/PET/OCT with omics and clinical data. You will build scalable pipelines and validate biomarkers across large cohorts to inform biomarker discovery and translational medicine.

You will collaborate with cross-functional teams, mentor junior scientists, and present complex AI results to diverse audiences.

Qualifications

  • PhD or equivalent with AI/ML imaging focus; or Master/Bachelor with 5+ years of relevant experience.
  • Strong background in computer vision, ML and deep learning for medical imaging.
  • Hands-on Python with ITK/SITK/OpenCV/scikit-learn/PyTorch or TensorFlow.
  • Experience with large-scale imaging datasets, biobanks or clinical cohorts.
  • Interest in integrating imaging with omics and clinical data; knowledge of scalable ML environments.

Responsibilities

  • Develop AI/ML and image analysis techniques for multimodal medical images (MRI/CT/PET/OCT).
  • Design and validate AI imaging analytics pipelines with segmentation and feature extraction.
  • Integrate imaging phenotypes with molecular omics and clinical data for biomarker discovery.
  • Interpret AI findings to support target identification and drug discovery decisions.
  • Collaborate with internal/external partners and present results to stakeholders.

Skills

Python
Machine Learning
Deep Learning
Medical Image Analysis
SITK
OpenCV
PyTorch
TensorFlow
Data Integration with Omics
Communication Skills

Education

PhD in Computer Science or related field

Tools

ITK
SITK
OpenCV
scikit-learn
PyTorch
TensorFlow

Job description

MSD in Singapore's Biopolis campus seeks a Senior Specialist, Data Science (AI/ML Imaging & Omics) to lead the development of imaging analytics that couple MRI/CT/PET/OCT with omics and clinical data. You will build scalable pipelines and validate biomarkers across large cohorts to inform biomarker discovery and translational medicine.

You will collaborate with cross-functional teams, mentor junior scientists, and present complex AI results to diverse audiences.

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