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Solerity

Machine Learning Engineer, AI Model Developer – Mid to Senior, Top Secret Clearance Required

Solerity

Machine Learning Engineer developing AI/ML capabilities for U.S. Federal Government missions.

Posted 7/21/2026full-timeQuantico • Virginia • 🇺🇸 United StatesSeniorWebsite

Core Competencies

Role fit
Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in designing, developing, and deploying machine learning models within secure environments, while collaborating effectively with Government stakeholders and Agile teams to meet mission objectives. Proficient in model evaluation, dataset optimization, and backend service development for AI-enabled applications.

Highest-signal resume keywords
Machine Learning Model DevelopmentAI/ML Problem DefinitionHuman-in-the-Loop Experiment DesignCloud-Native Model DeploymentActive Top Secret Security Clearance

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills
Machine LearningModel EvaluationDataset OptimizationBackend Service DevelopmentAPI Development
Soft Skills
CollaborationCommunication
Tools & Technologies
Agile DevelopmentCloud Computing
Certifications & Qualifications
Top Secret Security Clearance
Industry Keywords
Department of DefenseFederal GovernmentAI ProgramsModel Selection Briefs

Tech Stack

Tools & technologies
Cloud

About the role

Key responsibilities & impact
  • Design, develop, train, evaluate, and deploy machine learning models supporting mission objectives.
  • Collaborate with Government stakeholders to define AI/ML problems, success metrics, and evaluation criteria.
  • Develop Model Selection Briefs documenting model performance, trade studies, reproducibility artifacts, and technical recommendations.
  • Integrate Government-provided human baseline results into model evaluation and performance analysis.
  • Design and coordinate Human-in-the-Loop (HITL) baseline experiments when baseline data does not exist.
  • Support implementation and operational integration of production-ready machine learning models.
  • Collaborate with data engineers to prepare, validate, and optimize datasets for AI/ML workloads.
  • Develop backend services and APIs supporting AI-enabled applications.
  • Support cloud-native model development, deployment, and lifecycle management within secure environments.
  • Participate in architecture discussions, code reviews, testing, documentation, and quality assurance activities.
  • Work closely with Government customers and Agile development teams to deliver innovative AI solutions that meet mission requirements.

Requirements

What you’ll need
  • Active Top Secret Security Clearance
  • Ability to obtain and maintain access required for the program.
  • Experience supporting Department of Defense or Federal Government AI/ML programs.

Benefits

Comp & perks
  • Medical, dental and vision coverage
  • Health Savings Accounts and Flexible Spending Accounts for healthcare and dependent care
  • Flexible work schedule to include onsite, hybrid or remote, as dictated by position
  • 401(k) and company-funded life insurance
  • Generous Paid Time Off (PTO)
  • Tuition and training assistance
  • Financial rewards for employee referrals.
  • Pet insurance
  • Employee discount program