AI/ML Services Development
2 weeks ago
Location: Wright Patterson AFB
Clearance Required: Active TS/SCI preferred; minimum Secret (with ability to upgrade)
Employment Type: Full-time; contingent upon contract award
Overview
JMark Services is seeking a high-impact AI/ML Services Development & Support Engineer to drive the design, development, and sustainment of cutting-edge machine learning solutions in support of critical national security missions. In this role, you won't just write algorithms - you'll be shaping the next generation of intelligence capabilities, from concept and prototyping through operational deployment and long-term sustainment.
You'll collaborate with world-class engineers, mission operators, and government leaders to bring AI/ML from the lab to the field - ensuring our systems remain agile, scalable, and mission-ready at all times. This is an opportunity to blend innovation with purpose, applying your technical expertise where it matters most.
Key Responsibilities
- Collaborate with stakeholders (government, mission planners, domain experts) to define requirements for AI/ML services.
- Research, design, develop, test, and deploy AI/ML models across domains (vision, natural language, detection/classification, anomaly detection, etc.).
- Support model lifecycle management: training, validation, performance monitoring, retraining, tuning, and maintaining model pipelines.
- Integrate ML services into systems / platforms, including edge / embedded or cloud environments as required.
- Provide operational support: debugging, performance optimization, resolving issues in deployed services.
- Maintain technical documentation: architecture, experiment results, version control of models, data flows, definitions of metrics.
- Conduct risk assessments and apply best practices for AI/ML development: bias, fairness, security, robustness.
- Assist with tasks such as data preparation, feature engineering, and dataset versioning.
- Support prototyping efforts and rapid experimentation; stay up to date on state of the art AI/ML techniques, frameworks, tools.
- Possibly travel for integration events, field tests, or mission engagements.
- Bachelor's degree in Computer Science, Electrical Engineering, Data Science, or related technical field. Master's/PhD preferred.
- 4-6+ years of experience in AI/ML development, with at least some work in operational / production environments.
- Experience with ML frameworks (e.g. TensorFlow, PyTorch, scikit-learn, etc.), and deployment / inference pipeline tools.
- Proficiency in programming (Python, etc.), familiarity with containers / cloud or embedded deployment.
- Strong understanding of model evaluation metrics, validation, performance testing.
- Experience with dataset management, feature engineering, handling large, possibly multi-modal datasets.
- Excellent communication skills - ability to present technical work to non-technical mission customers.
- U.S. citizenship required; active TS/SCI clearance or ability to obtain.
- Prior experience working in defense / intelligence / ISR / GEOINT mission environments.
- Familiarity with edge computing, embedded systems, or constrained compute environments.
- Experience with natural language processing, computer vision, anomaly detection, or generative models.
- Experience with DevSecOps, CI/CD pipelines for ML, container orchestration (Kubernetes, etc.).
- Knowledge of security, privacy, and ethical aspects of AI/ML (secure data handling, model robustness, adversarial awareness).
- Be part of a forward-looking acquisition program advancing AI/ML in mission-critical settings.
- Work on high-impact, cutting edge technology in support of national security.
- Opportunities to prototype, experiment, and bring innovation into operational systems.
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