Data Scientist - Expert
Analytic Solutions Group
McLean, virginia
The Sponsor requires 4.0 FTE of Data Science contractor support. In this role, the contractor will undertake the following responsibilities:
• Create and apply machine learning capabilities to enrich data.
• Determine appropriate approaches to analyze data sets, including statistical analysis.
• Maintain existing ML tools, such as v19 auto-tagging and citation analysis.
• Develop and expand ML data science tools, such as NIPF v20, future auto-tagging, and unsupervised clustering capability.
• Develop and deploy ML tools to evaluate analytic tradecraft conformance or other text-based standards, such as confidence and probability.
• Maintain code and model documentation sufficient to support design and code reviews, enable efficient deployment of code into operational systems, and address/diagnose issues stemming from code and model outputs.
• Develop forecasting and modeling tools that offer diagnostic and...