The Role
Develops automated collection models, analytic models, workflow automations, and data-processing solutions supporting intelligence strategies. Evaluates and improves automated solutions using performance data and stakeholder feedback. Applies data science, visual programming, geospatial tools, statistical methods, machine learning, and visualization to address intelligence integration, automated collection, information sharing, and analytic workflow challenges.
Summary Generated by Built In
Data Scientist - MID
Location: Springfield, VA
TS/SCI REQUIRED
Position Responsibilities:
- 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,
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.
Skills Required
- Proficiency with common geospatial software applications and tools
- Visual programming experience with tools such as JEMA, FADE/MIST, and ECO/ETAS
- Python
- SQL
- Git
- GIMS
- AWS SageMaker and AWS Cloud
- ESRI ArcGIS
- Descriptive and Bayesian statistics
- Markov-chain modeling
- TensorFlow
- Linear algebra
- R
- SAS
- Natural language processing
- Top Secret/Sensitive Compartmented Information (TS/SCI) security clearance
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The Company
What We Do
AIS is dedicated to providing exceptional technical and management services aimed at optimizing our client’s performance in the Federal, National Security, Department of Defense, and Homeland Security Mission Areas
