Role overview
MANTECH seeks a motivated, career and customer-oriented Senior Machine Learning Engineer with a specialization in Computer Vision to join our Data and AI Practice. This is currently a hybrid position with two days onsite in Ashburn, VA and three days remote.
What you'll work on
- Design, develop, and implement highly efficient computer vision algorithms and software primarily using Python and relevant libraries (e.g., OpenCV, NumPy, scikit-image).
- Apply deep learning techniques (e.g., CNNs, RNNs, Transformers) for object detection, segmentation, tracking, and recognition using frameworks like TensorFlow or PyTorch.
- Perform comprehensive image preprocessing and augmentation on large datasets of both 2D (standard images/video/X-rays) and 3D (e.g., volumetric) data.
- Develop and optimize biometric recognition systems (face, iris, fingerprint). Integrate biometric recognition with predictive modeling pipelines for risk scoring and anomaly detection.
- Lead the integration and deployment of trained models into production environments (e.g., cloud, edge devices) using MLOps best practices
- Develop and optimize models and inference pipelines for real-time inference, and efficiently handle large-scale data processing
- Research, evaluate, and benchmark new computer vision technologies and academic advancements to maintain a competitive edge. Collaborate with cross-functional teams (e.g., Software Engineering, Data Science) to integrate vision systems into final products.
What we're looking for
- The person in this position needs to occasionally move about inside the office to access file cabinets, office machinery, or to communicate with co-workers, management, and customers, which may involve delivering presentations.
Tags & focus areas
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