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Machine Learning Engineer – AI Model Developer, Mid to Senior

Job in Fort Belvoir, Fairfax County, Virginia, 22060, USA
Listing for: Jobtailor
Full Time position
Listed on 2026-08-02
Job specializations:
  • Software Development
    Machine Learning/ ML Engineer, AI Engineer (Applied/Software)
Salary/Wage Range or Industry Benchmark: 130000 - 200000 USD Yearly USD 130000.00 200000.00 YEAR
Job Description & How to Apply Below
  • 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
  • Active Top Secret Security Clearance
Core Competencies

Demonstrates expertise in designing, developing, and deploying machine learning models while collaborating with stakeholders to define AI/ML problems and success metrics. Proficient in integrating human baseline results and supporting cloud-native model development within secure environments.

Highest-signal resume keywords
  • Machine Learning Model Development
  • AI/ML Problem Definition
  • Human-in-the-Loop Experiment Design
  • Cloud-Native Model Deployment
  • Active Top Secret Security Clearance
ATS Optimization Keywords Hard Skills
  • Machine Learning
  • Model Evaluation
  • Data Preparation
  • Backend Services Development
  • API Development
  • Model Selection Briefs
  • Performance Analysis
  • Agile Development
  • Technical Recommendations
  • Quality Assurance
Soft Skills
  • Collaboration
  • Communication
Certifications & Qualifications
  • Top Secret Security Clearance
Industry Keywords
  • Human Baseline Results
  • HITL Experiments
  • Data Validation
  • Dataset Optimization
  • Mission Objectives
Tools & Technologies
  • Cloud Environments
  • AI-Enabled Applications
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Position Requirements
10+ Years work experience
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