NT Concepts
Machine Learning Engineer
- Confirmed live in the last 24 hours
- $120.3k–$180.5k
- Mid level
- On-site · Chantilly, VA
- Added 1 month ago
About this role
NT Concepts is seeking a Machine Learning Engineer to develop and deploy computer vision models for national security applications. This role focuses on bridging the gap between AI research and operational missions, requiring a strong understanding of the full ML lifecycle and experience with MLOps practices. The ideal candidate will collaborate with diverse teams to translate real-world challenges into scalable, production-ready solutions.
What you'll do
- Develop machine learning models from prototype to production.
- Work with mission partners to translate requirements into ML solutions.
- Build and optimize data pipelines and ML workflows using tools like MLflow and Kubeflow.
- Train and fine-tune deep learning algorithms for computer vision tasks.
- Integrate ML models into enterprise systems and cloud infrastructures.
- Optimize model performance and monitor for reliability and drift.
What they're looking for
- Python
- PyTorch
- TensorFlow
- OpenCV
- NumPy
- MLflow
- Kubeflow
- Docker
Benefits
- Competitive benefits program
- Professional growth opportunities
- Mission-driven projects
- Agile methodologies
- Hybrid/Flexible Remote options
- Strong engineering culture
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NT Concepts
Likely interview questions
- Describe your experience taking a machine learning model from the research phase to a production environment.
- How familiar are you with MLOps principles and tools, and how have you applied them in past projects?