Machine Learning (ML) Senior Specialist
Role details
Job location
Tech stack
Job description
Peraton seeks a Machine Learning (ML) Senior Specialist to support Department of Defense Cyber Defense Command (DCDC) with DCO AI Cyber Security Support. Location: Fort Meade, MD. In this role, you will design, build, and deploy machine learning models and pipelines within Caspian and JCRS-D environments, ensuring scalable and reproducible ML operations. You will operate as part of the Data Science Team., Design and implement ML pipelines using DevSecOps/CDSO framework
- Build, test, and deploy models within Caspian and JCRS-D platforms
- Create algorithms to identify threat patterns and forecast risk
- Implement MLOps practices for model versioning and monitoring
- Optimize model performance and scalability
- Collaborate with data engineers on production deployment
Requirements
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Minimum of 12 years with BS/BA; Minimum of 10 years with MS/MA; Minimum of 7 years with Ph.D.
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Expert proficiency in Python and ML frameworks (TensorFlow, PyTorch)
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Experience with MLOps tools (MLflow, Kubeflow, SageMaker)
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Knowledge of containerization (Docker, Kubernetes)
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Experience with distributed computing (Spark ML)
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Understanding of CI/CD pipelines for ML Must have AWS/Azure ML certifications
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U.S Citizenship required
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DoD TS with ability to obtain/maintain SCI clearance, * Master's degree in Data Science, Computer Science, or a related field
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12 years of specific experience
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Certifications (Kubernetes)