The Role
Conduct quantitative analysis, process complex and geospatial data, develop visualizations, and create data-driven insights. Build Python-based data-cleaning and manipulation workflows while working with AI/ML technologies and multiple file formats. Desired work includes NLP document extraction, computer vision, automated collection and reporting, data standardization, and statistical techniques such as classification, regression, clustering, data reduction, and causal modeling.
Summary Generated by Built In
Data Scientist - Senior
Location: Springfield, VA
TS/SCI REQUIREDCurrent CI polygraph is required immediately after starting (or already within scope)
Position Responsibilities:
- Experience working with AI/ML technologies and data systems
- Experience working with multiple file types including geospatial file formats, JSON, XML, etc.
- 3+ years of experience doing quantitative analysis, developing visualizations, and processing complex data to create data-driven insights
- Development experience in Python and other languages for data cleaning and manipulation
- Desired: Experience applying NLP algorithms to extract data from documents; experience with enterprise NGA analytic modernization efforts such as SOM, Computer Vision, automated collection, or automated reporting along with data standardization best practices; demonstrated expertise in math, statistics, and quantitative analysis; experience with various analytic techniques such as classification, regression, clustering, data reduction, and causal modeling.
Skills Required
- TS/SCI security clearance
- Current CI polygraph or ability to complete it immediately after starting
- At least 3 years of experience performing quantitative analysis, developing visualizations, and processing complex data
- Experience working with AI/ML technologies and data systems
- Experience working with multiple file types, including geospatial formats, JSON, and XML
- Development experience in Python and other languages for data cleaning and manipulation
- Experience applying NLP algorithms to extract data from documents
- Experience with enterprise NGA analytic modernization efforts, including SOM, computer vision, automated collection, or automated reporting
- Experience with data standardization best practices
- Expertise in mathematics, statistics, and quantitative analysis
- Experience with classification, regression, clustering, data reduction, and causal modeling
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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
