Castalia Systems - Reston, VA
posted about 2 months ago
Castalia Systems is seeking an AI/ML Lead in the Reston, VA or Bolling AFB area to provide Systems Engineering and Technical Assistance (SETA) for the Defense Intelligence Agency's (DIA) Counterintelligence (CI) and Human Intelligence (HUMINT) efforts. This role is pivotal in employing advanced mathematical and statistical techniques, information science, artificial intelligence, and machine learning to analyze complex intelligence data. The AI/ML Lead will be responsible for correlating technical findings into comprehensive graphical, written, visual, and verbal narrative products that highlight trends in existing intelligence data, leveraging other Intelligence Community (IC) data sources to enhance the quality and depth of analysis. The successful candidate will develop and utilize machine learning and data mining algorithms, including Multiple Information Model Synthesis Architecture (MIMOSA) prediction algorithms, to support government intelligence search and discovery missions. This position requires integrating or coding algorithms to manage data effectively within hardware, software, storage, and bandwidth constraints. The AI/ML Lead will also employ data science techniques to support predictive analysis, social media and crowdsource data analytics, wargaming, and strategy development. The role involves exploratory analysis and rapid iteration techniques of large volumes of data to derive actionable intelligence quickly. Additionally, the AI/ML Lead will prepare products to document findings and activities, ensuring that insights are communicated effectively to stakeholders.