MANTECH seeks to detect threats by utilizing data science methodologies and technologies
Requirements
- Advanced degree in Data Analytics, Data Modeling, Data Science, Statistics/Mathematics
- 10+ years of relevant experience with statistical data modeling and software analytics
- Subject Matter Expertise in statistical data modeling, data science, and programming algorithms with data visualization software packages
- Experience writing clear, concise, and user-friendly technical reports, training manuals or similar documentation
- Experience with Artificial Intelligence/Machine Learning techniques
- Experience with data visualization software packages
Responsibilities
- Creates new, innovative methodologies to detect threats by collaborating with data visualization experts, analysts, and leadership.
- Utilizes cutting-edge technologies for in-depth threat analysis and develops algorithms that proactively support analysts in detecting insider risk.
- Provides data expertise by building custom data pipelines for large datasets using commercial and/or open-source data science tools.
- Develops tools and methodologies to ensure that vast amounts of structured and unstructured data are properly categorized, processed, and presented to analysts efficiently.
- Stays current on all data science methodologies, developments, and industry best practices, and evaluates and recommends new techniques to further develop the Insider Threat Program.
- Utilizes Artificial Intelligence/Machine Learning techniques, such as Large Language Models (LLMs), to develop natural language categorization and querying capabilities and provides modeling approaches to assess personnel risk and suitability.
Other
- Ability to travel domestically
- Must have a current/active TS/SCI w/Polygraph
- Bachelor’s degree and 15 years of relevant experience with statistical data modeling and software analytics (in lieu of an Advanced degree)
- Must be able to remain in a stationary position 50%
- Must be able to exchange accurate information in situations involving delivering presentations
