AI/ML SME

Please note that this position is contingent upon the successful award of a contract currently under bid.

A leader in cutting-edge research and technology in the cyber arena, CPMG focuses on using business drivers to guide cybersecurity activities and manage risk.

CPMG offers flexible, integrative solutions for Department of Defense (DoD) contractors, among others, and specializes in cybersecurity, information and operational technology, electronic security surveillance, and support services.

The AI/ML SME will be the Analytic team lead.

• Evaluate and assess DEA enterprise data holdings identified as possible data sources.
• Develop AI/ML models/techniques to enrich DEA’s data to achieve advantages towards DEA mission.
• Review/analyze and propose different data scientist techniques and implementations that can be considered and implemented to advance DEA’s data enrichment processes.
• Once any model/technique is identified, trained, and fully tested, the team shall coordinate and facilitate the implementation and maintenance of each model/technique, adjusting and improving as the DEA enterprise data holdings expand.
• Design and implement machine learning or AI models aligned to approved business use cases.
• Select algorithms and training approaches consistent with data type and performance objectives.
• Conduct iterative testing and tuning to achieve required accuracy and performance metrics.
• Document model assumptions, data inputs, and training parameters for reproducibility.
• Conduct independent validation of model results for accuracy, stability, and bias detection.
• Package and deploy the validated model to the designated test or production environment.
• Configure application interfaces, APIs, or automation pipelines required for model operation.
• Conduct functional and security testing to confirm stable integration.
• Establish model monitoring and retraining mechanisms to detect performance drift.