This is a future position that may come open but is not open at the present moment. We are willing to prescreen personnel for these positions if you are interested. This position has an alternate location of Franconia, GA.
Exploitation Specialist Data Scientist O&M Mid-Level: 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 of 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.
Mid-Level Expectations
Implementing/Leading, ushering and executing tasks. These are positions that exhibit technical proficiency in the work and should be expected to work with minimal oversight and often lead smaller teams in their service execution. Should be fully capable of meeting most services without direction. Work products should demonstrate consistent high quality tradecraft application. Expected to assist lower-level personnel in developing tradecraft skills to meet work objectives. Expected to collaborate with Government and other stakeholders in the performance of services. Such collaboration should provide accurate technical information that contributes to synergized analysis that is better than the sum of the individual parts.
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.
Required Experience
- Minimum of 5 years' combined experience.
Required Education
- High School diploma.
- Some college education is desired but not required.
Security Clearance
- DoD approved clearance and poly.