Description

• Position Responsibilities (O&M): Support NSG strategies through the creation of automated collection models, dynamic analytic models, workflow automations, and any other automation processes and products as assigned. Refine, enhance and improve the operational performance of any automated solution through the evaluation of performance data, regular customer interaction, and a standardized maintenance cycle. Apply data science and visual programming tradecraft to support and streamline analysis tasks as identified by stakeholders and the Government. Enhance technical solutions to problems related to IC intelligence integration, automated collections, tipping and cueing, information sharing, and visualization. Conduct extensive collections and analytic modeling, data processing, data mining, and visualization. Conduct gap analysis on existing technologies and processes. Provide communication to customers on the progress for projects, processes, and emerging technologies as they become available. Clearly communicate data-driven findings and automation to technical and non-technical audiences. Design, integrate, and maintain Bayesian Belief Network (BBN) processes that utilize automation tools or scripts to drive predictive, activity-based automated collection. Conduct customer elicitation to identify processing problems due to procedures, tools, and services; work arounds that may need a permanent solution; and gaps in tools and technology. Train and integrate new tools, processes, and capabilities to be used in collection orchestration. Provide support for emerging requirements as assigned by the Government. 
• Position Responsibilities (RDT&E): Support NSG strategies through the research and creation of new methods, tools, and capabilities that support automated collection models, dynamic analytic models, workflow automations, and any other automation processes and products as assigned. Create and test the operational performance requirements and metrics of any automated solution through the evaluation of performance data, regular customer interaction, and a standardized maintenance cycle. Create and modify data science and visual programming tradecraft to support and streamline analysis tasks as identified by stakeholders and the Government. Engineer technical solutions to problems related to IC intelligence integration, automated collections, tipping and cueing, information sharing, and visualization. Conduct research on emerging technologies and processes to be able to assess if they will be beneficial to the Collections Community. Create tools, capabilities and workarounds based off of gap analysis on existing technologies and processes. Engineer, design, create, enhance, and integrate new BBN processes that utilize automation tools or scripts to drive predictive, activity-based automated collection. Conduct customer elicitation to identify processing problems due to procedures, tools, and services; work arounds that may need a permanent solution; and gaps in tools and technology. Engineer, adapt and create those solutions identified above. Provide support for emerging requirements as assigned by the Government.
• Required Skills. Proficiency in common geospatial software applications and tools, such as visual programming (JEMA, FADE/MIST, ECO/ETAS), Python, SQL, Git, GIMS, AWS Sagemaker, AWS Cloud, ESRI ArcGIS, statistics (descriptive, Bayesian), Markov-Chain modelling, TensorFlow, Linear Algebra, R, SAS, NLP.