Healthcare jobs
ResearchRemote
Machine Learning Scientist, Multimodal AI
Natera Remote Posted May 28
About the role
Design, implement, and evaluate deep learning models across biomedical data modalities, including histopathology imaging, genomic sequencing, transcriptomics, and cfDNA features
What you'll do
- Design, implement, and evaluate deep learning models across biomedical data modalities, including histopathology imaging, genomic sequencing, transcriptomics, and cfDNA features
- Develop multimodal AI architectures that integrate H&E whole-slide imaging data with molecular and clinical data sources
- Build scalable, production-quality machine learning workflows and pipelines using cloud infrastructure (AWS)
- Apply modern machine learning techniques including convolutional neural networks (CNNs), vision transformers (ViTs), sequence transformers, representation learning, and foundation model fine-tuning
- Collaborate across technical and clinical teams to translate machine learning prototypes into validated tools
- Analyze model outputs to generate reproducible biological and clinical insights
What you'll need
Natera lists the full requirements on its posting.