Stellar Science is seeking talented data science artificial intelligence (AI)/machine learning (ML) software development experts to help create, extend, and apply exciting scientific and engineering analysis applications
Requirements
- Knowledge of a variety of machine learning applications (such as clustering, classification, regression) and concepts (such as graph theory, decision trees, and neural networks)
- Experience with Python and related data science libraries (such as pandas, NumPy, SciPy, and scikit-learn)
- Experience with C++ development for integration into statistical and/or machine learning applications beyond academic examples
- Experience with machine learning and deep learning frameworks such as PyTorch and TensorFlow
- Strong experience using a variety of data mining/data analysis methods, building and implementing models, using/creating algorithms, and creating/running simulations
- Experience with version control (such as Git or SVN)
- Experience running simulation and analysis processes on scalable computing architectures including clusters, cloud-based services, or supercomputers
Responsibilities
- Develop novel AI/ML models
- Use AI/ML in data analysis to gain new insights into experimental and simulation-based datasets
- Apply innovative processing, and visualization techniques
- Optimize performance, accuracy, and utility of modeling and simulation systems
- Help develop custom software products in domains such as computer vision and image processing, image simulation, high power microwave systems modeling and simulation
- Employ AI/ML methods and techniques such as surrogate modeling, deep learning, classification, and generative models
- Write programs or scripts to manipulate data and draw insights from large data sets
Other
- B.S. in ML/AI related field such as computer science, data science, statistics, applied mathematics, physics, engineering
- M.S. or Ph.D. in Data Science or other quantitative, scientific, or engineering field, with substantial scientific analysis experience
- US citizenship required + willingness to undergo a background investigation
- Active Security Clearance is a plus
- Excellent written and verbal communication skills for coordinating across teams
