Postdoctoral Fellow, AI/ML Applications for Vaccine
USA - New York - Pearl River, United States
USD 64K-107K Senior-level Full Time
Tasks
- Communicate results to technical and non-technical stakeholders
- Conduct model fine-tuning
- Design AI driven models for vaccine strain selection
- Develop deep learning models for viral protein sequences
- Integrate surveillance and immunogenicity data for coverage scoring
- Manage end to end modeling pipelines
- Perform retrospective and prospective benchmarking validation
- Predict time dependent changes in strain dominance
- Publish scientific findings
- Use interpretation frameworks for feature attribution
Perks/Benefits
Skills/Tech-stack
Benchmarking | Data Curation | Data integration | Deep learning | Feature attribution | Graph Neural Networks | Language Modeling | Mixed-effects | Mixed-effects models | Model Training | Model Validation | Neural Networks | PyTorch | Python | Regression | SHAP | Scikit-learn | Sequence Alignment | Sequence analysis | Series analysis | TensorFlow | Time Series | Time Series Analysis | Transformer | Viral Sequence Analysis
Education
Roles
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