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aws python pytorch genomics transformers๐ Description
- Design and evaluate deep learning models across histopathology, genomics, cfDNA
- Develop multimodal AI architectures integrating H&E imaging with molecular and clinical data
- Build scalable ML pipelines on AWS cloud infrastructure
- Apply CNNs, Vision Transformers, and foundation-model fine-tuning
- Collaborate with technical and clinical teams to deploy tools
- Analyze model outputs to generate biological and clinical insights
๐ฏ Requirements
- PhD in CS, computational biology, bioinformatics, or related field with ML focus
- Core ML experience for biomedical applications (imaging, pathology, genomics)
- Hands-on PyTorch and production-grade Python programming
- DL architectures: CNNs, transformers, attention, representation learning
- Experience with distributed/cloud computing (AWS)
- Proven ability to own research and deploy robust workflows
๐ Benefits
- Medical, dental, vision, life and disability benefits
- Fertility care benefits
- Free testing for employees and immediate families
- Pregnancy and baby bonding leave
- 401(k) plan
- Commuter benefits and employee referral program
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