Physicist/Scientist Machine Learning
Tasks
- Collaborate with domain experts
- Contribute to software tools and modeling frameworks
- Deploy models on GPU accelerated platforms
- Design data curation workflows
- Design data ingestion workflows
- Develop deep learning models
- Develop machine learning models
- Engineer features for simulation datasets
- Evaluate model accuracy
- Incorporate physical constraints into model design
- Optimize model performance for scalability
- Preprocess high dimensional simulation data
- Train machine learning models
- Validate model performance
Perks/Benefits
- Full-time employment
- Health and wellbeing programs
- Professional development
- Relocation assistance
- Travel 10 percent
Skills/Tech-stack
CUDA | Data Preprocessing | Deep learning | Feature Engineering | GPU Computing | HPC | Machine Learning | Model Training | Model Validation | Operator learning | Performance Evaluation | Physics-informed machine learning | PyTorch | Python | Reduced order modeling | Scientific Computing | Surrogate modeling
Education
Regions
Countries
States
Cities
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