PMAT, Inc. ยท 1 month ago
Senior Machine Learning Engineer (Op AI)
PMAT, Inc. is an innovative small business focused on developing impactful digital solutions. They are seeking a Senior Machine Learning Engineer to design, develop, and implement advanced machine learning models and algorithms in support of naval applications.
Information TechnologySoftware
Responsibilities
Design, develop, and implement machine learning models and algorithms for naval applications
Develop and deploy algorithms, mathematical models, and machine learning models into real-world operational environments
Perform data preprocessing, feature engineering, model evaluation, and validation
Collaborate with engineers, data scientists, and mission stakeholders to align ML solutions with operational requirements
Develop cloud-native ML pipelines using AWS, Azure, Docker, Kubernetes, or equivalent platforms
Implement ML solutions using frameworks such as TensorFlow, PyTorch, and scikit-learn
Contribute to distributed computing and parallel processing approaches to optimize ML model performance
Participate in CI/CD pipeline development, automation, and DevSecOps workflows
Apply cybersecurity principles in the design and deployment of machine learning systems
Provide documentation, technical reports, and engineering artifacts consistent with PMAT and government standards
Stay current with advancements in machine learning, data science, and emerging technologies relevant to naval and DoD applications
Qualification
Required
At least 10 years of experience as a data scientist, data engineer, geospatial engineer, machine learning engineer, or software engineer
Proven experience developing and deploying algorithms, mathematical models, or machine learning models in real-world applications
Strong programming skills in Python
Familiarity with cloud platforms (e.g., AWS, Azure) or containerization technologies (e.g., Docker, Kubernetes)
Familiarity with software engineering best practices, including Git
Experience with ML frameworks such as TensorFlow, PyTorch, or scikit-learn
Strong programming skills in Java, C++, Go, or Rust
Experience with distributed computing and parallel processing
Experience with CI/CD pipelines and automation tools (GitHub Actions, GitLab CI, Jenkins)
Strong analytical, problem-solving, and communication skills
Ability to work effectively in a collaborative team environment
Previous experience supporting government agencies or military organizations
Bachelor of Science degree in Artificial Intelligence, Data Science, Computer Science, Machine Learning, or Statistics
US Citizenship
No dual citizenship
Active DoD TS/SCI clearance required
Preferred
Experience with cloud-native architecture and software API design
Experience integrating machine learning into operational DoD systems or edge computing environments
Familiarity with DoD AI strategies, MLOps, or data engineering in secure environments
Experience supporting NAVWAR, NIWC Pacific, or other Navy C2/ISR programs