Senior Data Scientist
9638 Reston VA Non-specific Customer Site, United States
USD 154K-278K Senior-level Full Time
Tasks
- Apply data science to optimize resource allocation
- Bridging data pipelines between software engineers and analysts
- Build predictive modeling pipelines
- Communicate insights to senior stakeholders
- Conduct exploratory data analysis
- Create analytic standards and reusable frameworks
- Define mission problems and analytic objectives
- Deploy and maintain AI and analytics solutions
- Develop physics-informed machine learning models
- Develop statistical models and machine learning solutions
- Fuse engineering data with first principles physics
- Implement MLOps pipelines for air gapped systems
- Integrate structured and unstructured data
- Lead analytics across solution lifecycle
- Maintain AI machine learning pipelines across security enclaves
- Mentor junior data scientists
- Monitor deployed models
- Perform feature engineering
- Run hypothesis testing
- Transition models from low side to high side
- Translate operational challenges into data science requirements
Perks/Benefits
- Classified environment work authorization
- Mentorship and technical leadership
- Mission-focused work
- Opportunities for ongoing operations and maintenance
Skills/Tech-stack
AWS GovCloud | Agile | Air-gapped | Air-gapped systems | Computer Vision | Cross-Domain Solutions | Data Analysis | Data integration | Domain solutions | Exploratory Data Analysis | Feature Engineering | Generative AI | Graph analytics | Hypothesis Testing | JWICS | Language Processing | MLOps | Machine Learning | Natural Language | Natural Language Processing | Neural Networks | Physics Informed Neural Networks | Predictive Analytics | Predictive Modeling | Python | R | Scrum | Secure Cross Domain Solutions | Statistical modeling | Structured data | Unstructured Data
Education
Roles
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