JOB DESCRIPTION: Data Scientists develop and apply methods to identify, collect, process, and analyze large volumes of data to build and enhance products, processes, and systems. They conduct data mining and retrieval, and apply statistical and mathematical analyses to identify trends, solve analytical problems, optimize performance, and gather intelligence. They visualize information using a range of tools (e.g.,Learn more about this agency
ADDITIONAL INFORMATION: Data Scientists apply the application of programming, statistics and visualization to glean insights from large and disparate data sources. Data Scientists understand and utilize aspects of machine learning to solve and automate classification, regression, cluster analysis, anomaly detection, association discovery, and topic modeling tasks. Data Scientists understand and utilize solutions with predictive patterns from data into practical, intelligent applications that anyone can use. They can utilize rich toolsets to help users create, rapidly experiment, fully automate, and manage machine learning workflows to power intelligent applications. They produce intelligence using geospatial methodologies and spatio-temporal data derived from imagery, intelligence databases, and other classified and unclassified sources in support of national security. They are intelligence analysts who use their understanding of geographic information science and technology, spatial thinking, remote sensing, intelligence issues, spatial relationships and visualization techniques and the social and physical sciences to create information, characterize events, and discover relationships and trends. They produce descriptive and predictive analyses and communicate findings as written, visual, and/or oral geospatial intelligence. Other duties may include: * Develop and apply quantitative and qualitative analytic methods to identify, collect, process, and analyze large data sets for specified purposes. * Identify trends, solves analytical problems, optimizes performance, and develop results through appropriate data analysis techniques e.g., data mining and retrieval. * Use applied statistics, build algorithms, and collaborating with domain experts to analyze large volumes of data to build and enhance products, processes, and systems. * Possess the ability to think tactically and strategically; operate in a dynamic environment; and deliver interoperable corporate solutions. * They will have extensive experience in building and maintaining geodatabases and integrating and managing foundation, intelligence, and multi-INT data into structured geodatabases. * Seek out spatial data from classified and unclassified sources and utilize existing tools or develop methods to tie spatial information to datasets where necessary. * Builds and maintains professional relationships with other NGA offices and external partners to collaborate on effective data management, data dissemination, and online on-demand practices. * Conduct data mining and retrieval and apply statistical and mathematical analysis to identify trends, solve analytic problems, optimize performance, and gather intelligence. * Develop scripts and algorithms e.g. Python, create explanatory and predictive models and conduct comparative analyses to address complex military and intelligence problems. * Support the visualization of information using a range of tools e.g. Tableau, R, and ESRI Arc-GIS 10.4 suite, including model builder. * Provide excellent customer support and interact with analytic units in a professional manner to help understand their challenges, incorporate their feedback, and provide quality solutions.
25% or less - Travel Required 25% or Less
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