AI/ML SME

CPMG; Arlington (VA); On-site; USD 190,000 - 235,000; Full time

Job summary

CPMG seeks an AI/ML SME to lead the Analytic team, directing data science work across DEA data sources and guiding model development, testing, and deployment. You will design ML/AI approaches, select algorithms, validate results, and coordinate production integration, with emphasis on unstructured data and security considerations.

The role requires a Secret clearance and strong communication skills to produce executive-ready briefs, case studies, and deployment plans.

Qualifications

• 5+ years in-depth knowledge of at least one analytical / statistical language (Python, R, SQL).
• 2+ years of custom Machine Learning and AI model training (supervised and unsupervised) and NLP on unstructured data.
• Educational background in Data Science is a plus.
• 3+ years' experience with SQL database / coding.
• 2+ years' experience with data visualization tools.
• 2+ years' experience with the ability to manipulate unstructured data.
• Must have a Secret clearance.

Responsibilities

• Evaluate DEA enterprise data holdings identified as possible data sources.
• Develop AI/ML models/techniques to enrich DEA's data for mission advantages.
• Review and propose data science techniques to advance enrichment processes.
• Coordinate model deployment and maintenance across DEA enterprise data holdings.
• Design and implement ML/AI models aligned to approved business use cases.
• Select algorithms and training approaches by data type and performance goals.
• Iterative testing and tuning to achieve accuracy and performance targets.
• Document model assumptions, inputs, and training parameters for reproducibility.
• Conduct independent validation of model results for accuracy, stability, bias detection.
• Package and deploy validated models to test or production environments.
• Configure interfaces, APIs, or automation pipelines for model operation.
• Perform functional and security testing to ensure stable integration.
• Establish model monitoring and retraining to detect drift.
• Develop technical documentation detailing data sources, model design, validation, deployment.

Skills

Problem solving

Written and verbal communication

Multitasking/priority management

Analytical thinking

Education

Bachelor's degree in Data Science

Bachelor's degree in a related field

Job description

Overview

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.

Summary

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

Responsibilities

Essential Job Functions:

• 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.
• Develop and deliver comprehensive technical documentation detailing data sources, model design, validation results, and deployment configuration.
• Prepare AI business case summaries that explain model purposes, value proposition, expected outcomes, and return‑on‑investment (ROI) for leadership decision making.
• Create briefing materials and presentation decks suitable to upper management or executive review, highlighting business relevance, benefits, and potential integration opportunities.
• Design and implement ETL processes to extract, clean, and standardize source data for model training.
• Data ingestion successful; no errors; data accuracy 95%; walkthrough completed and accepted by Gov PM.

Qualifications

Necessary Skills and Knowledge:

• Strong problem‑solving skills and ability to plan and deliver technical solutions independently.
• Excellent written and verbal communication skills.
• Ability to manage multiple priorities and deliver under tight deadlines.
• Strong analytical skills and attention to detail.

Minimum Qualifications:

• 5+ years in‑depth knowledge of at least one analytical / statistical language (for example: Python, R, and SQL).
• At least 2 years of custom Machine Learning and AI model training (to include supervised and unsupervised) and Natural Language Processing (NLP) expertise focusing on unstructured data.
• Educational background in Data Science, is a plus.
• 3+ years' experience with SQL database / coding.
• 2+ years' experience with data visualization tools.
• 2+ years' experience with the ability to manipulate unstructured data.
• Must have a Secret clearance.

Preferred Qualifications:

• Bachelor's degree in a related field.

Pay and Benefits

The salary range for this position is $190,000 to $235,000 annually.

At Goldbelt, we value and reward our team's dedication and hard work. We provide a competitive base salary commensurate with your qualifications and experience. As an employee, you'll enjoy a comprehensive benefits package, including medical, dental, and vision insurance, a 401(k) plan with company matching, tax‑deferred savings options, supplementary benefits, paid time off, and professional development opportunities.