Lead Senior Data Scientist
CurrentData Scientists develop and apply methods to identify, collect, process, and analyze large volumes of data to build and enhance GEOINT 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., GIS, R), develop scripts and algorithms, create explanatory and predictive models, and conduct comparative analyses to address complex military and intelligence problems. The Contractor shall provide data science services within the support of GEOINT analysis. Knowledge of data science, methodologies, and processing techniques shall be employed on behalf of GEOINT analysts and community customers while providing operational support. Individual data scientists shall have applied knowledge in three distinct areas depending on mission requirements.Provide technical knowledge at the specified level of expertise in Data Scientist subject areas including, not limited to: Analytical processes and techniques, Collection and tasking principles, Data evaluation principles, Geographic Information System (GIS) principles, GEOINT doctrine, Intelligence issues, Data attribution schema, Data conversion and transfer tools, Data dissemination requirements and procedures, Data mining techniques, Data modeling, Data storage processes, Data synchronization practices, Data visualization, Database design principles, Database statistics, Database performance analysis and reporting, Graph theory, Multivariate correlation, Network analysis technique, Quality control principles, Regression analysis, Relational databases, Sampling techniques and methods, Script writing, Search and retrieval strategies, spatial databases, Spatial statistics, Statistical software, Trend analysis techniques, and Validation procedures.