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AI​/ML Services Development & Support Engineer

Job in Dayton, Montgomery County, Ohio, 45444, USA
Listing for: JMark Services Inc.
Full Time position
Listed on 2025-12-01
Job specializations:
  • IT/Tech
    AI Engineer, Machine Learning/ ML Engineer, Systems Engineer, Data Engineer
Job Description & How to Apply Below

Location: Wright Patterson AFB, Dayton, OH

Job Title: AI/ML Services Development & Support Engineer

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.

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.

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. Tensor Flow, 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
  • Familiarity with edge computing, embedded systems, or constrained compute environments.
  • Experience with natural language processing, computer vision, anomaly detection, or generative models.
  • Experience with Dev Sec Ops , 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).

JMark Services is a direct recipient of federal contracts and associated funding. Our company is therefore required to follow the Drug-Free Workplace Act of 1988, with the provision of a drug-free workplace. Federal law prohibits the use of marijuana, even for medicinal purposes, under the Drug-Free Workplace Act of 1988. JMark Services Inc. prohibits the use of medicinal marijuana use, as well as recreational use.

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