Senior Plasma Data Scientist
Tasks
- Build analysis scripts for post processing and visualization
- Collaborate with plasma physics and pulsed power experts to improve model fidelity
- Develop and validate synthetic diagnostic machine learning models
- Integrate machine learning models with simulation tools and diagnostic pipelines
- Present technical results to research stakeholders
- Reproduce experimental plasma conditions in machine learning workflows
Perks/Benefits
- 401k match
- Dental insurance
- Health insurance
- Life insurance
- Long-term disability
- Paid Holidays
- Paid parental leave
- Paid time off
- Short-term disability
- Vision insurance
- Wellness stipend
Skills/Tech-stack
Circuit Coupling | Data Visualization | Data pipeline | Data pipeline integration | Differentiable physics | Fortran | HPC | MATLAB | Machine Learning | Magnetic diffusion | Neural Networks | PINNs | Physics Informed Neural Networks | Physics-constrained machine learning | Physics-informed machine learning | Pipeline integration | Plasma dynamics | Python | Reduced order modeling | Scientific Computing | Scientific ML | Surrogate modeling
Education
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