Postdoctoral Research Associate - Data Scientist
Tasks
- Build surrogate models
- Collaborate to integrate AI into scientific workflows
- Conduct research on scalable AI machine learning
- Design distributed and parallel AI workflows
- Develop and evaluate machine learning optimization techniques
- Develop open source software for hyperparameter optimization
- Implement testing and documentation for software
- Implement uncertainty quantification methods
- Leverage CPU GPU HPC systems
- Publish research and present findings
Perks/Benefits
- N/A
Skills/Tech-stack
Architecture Search | Automl | Bayesian optimization | Distributed Computing | Documentation | Fidelity optimization | HPC | Hyperparameter Optimization | Multi Fidelity Optimization | Neural Architecture | Neural Architecture Search | Parallel Computing | PyTorch | Python | Scikit-learn | Surrogate modeling | TensorFlow | Testing | Uncertainty Quantification | Version control
Education
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