Modern Technology Solutions, Inc. (MTSI)

AI/ML Test Engineer

Modern Technology Solutions, Inc. (MTSI)  •  Springfield, VA (Onsite)  •  3 hours ago
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Job Description

Modern Technology Solutions, Inc. (MTSI) is hiring an AI/ML Test Engineer in Springfield, VA. Qualified candidates must be U.S. citizens with a TS/SCI clearance and CI Polygraph.

Responsibilities:
  • Execute system-level AI/Machine Learning evaluation activities within the Test & Evaluation (T&E) environment supporting mission-focused operational testing.
  • Perform integration testing, data capture, drift detection, and operational validation activities across AI/ML evaluation workflows.
  • Support automated and semi-automated evaluation pipelines for AI/ML model testing and performance assessment.
  • Develop, maintain, and refine data annotation workflows supporting operational evaluation requirements.
  • Validate operational datasets and support testing activities across multiple models, datasets, and mission scenarios.
  • Conduct integration testing of AI/ML models within operationally representative environments and workflows.
  • Adapt evaluation procedures and workflows to address evolving GEOINT data conditions and operational mission requirements.
  • Support high-throughput and parallel model evaluation activities to maintain alignment with mission timelines and operational priorities.
  • Identify and mitigate data drift, performance degradation, and workflow issues impacting evaluation reliability.
  • Collaborate with Senior AI/ML Test Engineers, data scientists, software engineers, and mission stakeholders to support scalable T&E execution.
  • Contribute to technical documentation, evaluation reporting, and customer briefings supporting operational decision-making.

Qualifications Required:
  • 4+ years of experience supporting AI/ML testing, system integration, operational testing, or evaluation workflows.
  • Familiarity with automated testing pipelines, operational data validation, and model performance assessment concepts.
  • Ability to support multiple evaluation activities across dynamic operational environments.
  • Experience troubleshooting technical workflow or data-related issues in support of operational objectives.
  • Strong analytical, organizational, and communication skills.

Education Requirements:
  • Bachelor’s degree in IT or STEM related field, or additional relevant experience in lieu of a degree.

Desired Qualifications:
  • Experience supporting DoD, NGA, or Intelligence Community programs.
  • Familiarity with AI/ML model evaluation, GEOINT workflows, and operational testing environments.
  • Experience working in Agile, DevSecOps, or cloud-based operational environments.
  • Familiarity with annotation workflows, data capture pipelines, drift detection, and automated evaluation tools.
  • Experience supporting scalable AI/ML evaluation or mission-focused T&E activities.

Clearance Requirements:
  • Active TS/SCI clearance and the ability to pass a CI polygraph within 30 days.


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Modern Technology Solutions, Inc. (MTSI)

About Modern Technology Solutions, Inc. (MTSI)

Modern Technology Solutions, Inc. (MTSI) is a 100% employee-owned engineering services and technology solutions company delivering first-choice capabilities to solve problems of global importance in the critical mission areas of missile defense, cyber security, intelligence, unmanned/autonomous systems, aviation, space, and homeland security.

The MTSI mission is to make important and lasting contributions to the nation's defense and security by providing leadership and best- value solutions to solve America's most technically challenging strategic problems. Founded in 1993, MTSI today has employees at over 20 offices and field sites worldwide.

For more information about MTSI, please visit www.mtsi-va.com.

For current MTSI job openings, please visit www.mtsi-va.com/careers.

Industry
Government & Public Safety
Company Size
1,001-5,000 employees
Headquarters
Alexandria, VA
Year Founded
1993
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