Machine Learning Engineer – AI Model Developer, Mid to Senior
Job in
Fort Belvoir, Fairfax County, Virginia, 22060, USA
Listed on 2026-08-02
Listing for:
Jobtailor
Full Time
position Listed on 2026-08-02
Job specializations:
-
Software Development
Machine Learning/ ML Engineer, AI Engineer (Applied/Software)
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.
- Active Top Secret Security Clearance
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
- Machine Learning
- Model Evaluation
- Data Preparation
- Backend Services Development
- API Development
- Model Selection Briefs
- Performance Analysis
- Agile Development
- Technical Recommendations
- Quality Assurance
- Collaboration
- Communication
- Top Secret Security Clearance
- Human Baseline Results
- HITL Experiments
- Data Validation
- Dataset Optimization
- Mission Objectives
- Cloud Environments
- AI-Enabled Applications
Position Requirements
10+ Years
work experience
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