Advisor - Scientific Machine Learning Scientist - Drug Delivery Device Development
US: Indianapolis IN Tech Center North, United States
USD 126K-204K Entry-level Full Time
Tasks
- Build multi-scale models
- Collaborate with cross-functional teams
- Communicate insights to leadership
- Deploy models on HPC and cloud
- Design workflows for device optimization
- Develop physics-informed neural networks
- Implement uncertainty quantification
- Mentor team members
- Publish research and present findings
- Translate scientific problems into models
Perks/Benefits
Skills/Tech-stack
Active Learning | Bayesian Methods | CFD | CUDA | Digital Twins | FEM | Gaussian Processes | HPC | JAX | ML frameworks | Model risk | Model risk assessment | NumPy | PyTorch | Python | Reduced order modeling | Risk Assessment | SciPy | Surrogate modeling | TensorFlow
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