JMark Services Inc.
AI/ML Services Development & Support Engineer
JMark Services Inc., Dayton, Ohio, United States, 45444
Job Title:
AI/ML Services Development & Support Engineer
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. Required Qualifications
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. Preferred Qualifications
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). Why JMark
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.
AI/ML Services Development & Support Engineer
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. Required Qualifications
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. Preferred Qualifications
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). Why JMark
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.