AI/ML Computational Biologist - Postdoctoral Researcher
Tasks
- Apply transfer learning
- Build interpretable models for molecular state inference
- Collaborate with multidisciplinary teams
- Contribute to project execution
- Contribute to research design
- Design integrative workflows for multiomic datasets
- Develop machine learning methods for prediction
- Develop machine learning methods for representation learning
- Evaluate trained omics models
- Implement multimodal data fusion
- Integrate cross dataset biological data
- Link molecular states to disease trajectories
- Present research findings
- Process and analyze omics datasets
- Process and analyze sequencing datasets
- Publish results in peer-reviewed journals
- Train foundation models for omics data
- Train self supervised models for omics data
Perks/Benefits
Skills/Tech-stack
Batch correction | Cell analysis | Data Fusion | Deep learning | Domain Adaptation | Interpretable machine learning | Linux | Machine Learning | Multimodal Learning | PyTorch | Python | R | Self-Supervised Learning | Self-supervised | Single Cell Analysis | Single-cell | Spatial transcriptomics | Statistical modeling | Supervised Learning | TensorFlow | Transfer Learning | Transformers | Unix | Variational Autoencoders
Education
Regions
Countries
States
Cities
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