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 this role you wont just write algorithms youll be shaping the next generation of intelligence capabilities from concept and prototyping through operational deployment and long-term sustainment. Youll 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 - Bachelors degree in Computer Science Electrical Engineering Data Science or related technical field. Masters/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.
|
Job Title: AI/ML Services Development & Support EngineerLocation: Wright Patterson AFBClearance Required: Active TS/SCI preferred; minimum Secret (with ability to upgrade)Employment Type: Full-time; contingent upon contract awardOverviewJMark Services is seeking a high-impact AI/ML Services Developm...
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 this role you wont just write algorithms youll be shaping the next generation of intelligence capabilities from concept and prototyping through operational deployment and long-term sustainment. Youll 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 - Bachelors degree in Computer Science Electrical Engineering Data Science or related technical field. Masters/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.
|
View more
View less