Posted today
Top Secret/SCI
Unspecified
Full Scope Polygraph
Dahlgren, VA (On-Site/Office)
Job Description
What You Will Be Doing:
What You Will Be Doing:
- Collaborating with Social Scientists to translate conceptual and theoretical models into mathematically sound, testable analytic frameworks.
- Partnering with Software Developers to ensure accurate implementation, validation, and performance optimization of analytic models.
- Designing and applying operations research methods including optimization, stochastic modeling, simulation, network analysis, and decision analysis.
- Validating and verifying models to ensure statistical soundness, reproducibility, and empirical alignment with mission datasets.
- Developing and maintaining data pipelines supporting graph-based, spatiotemporal, and social network analytic models.
- Curating, normalizing, and managing structured and unstructured datasets used in analytic model development.
- Implementing and evaluating models such as anomaly detection, co-traveler analytics, and graph-theoretic approaches derived from social network analysis literature.
- Conducting sensitivity analyses, error analysis, and uncertainty quantification to assess model robustness.
- Establishing data quality standards, validation procedures, and governance practices to ensure data integrity and traceability.
- Developing prototypes and analytic workflows using technologies such as:
- Python (primary language)
- Jupyter Notebooks
- Flask, Streamlit, Dash, or similar frameworks
- R or other statistical programming environments, as appropriate
group id: 90901937
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