Machine Learning Engineer - Mid-Level
Core
Develop cutting-edge Deep Learning technologies for Computer Vision, Synthetic Aperture Radar (SAR), and Geospatial Exploitation to solve pressing problems for US government customers.
Role type
Senior IC machine learning engineer (deep learning, radar, geospatial)
Builds
Production-quality code, advanced Deep Neural Network Architectures, object detection/classification models, physics simulations
Domain
Defense, national security, space technology, radar sensing, geospatial exploitation
Deliverable
production ML models
Required skills
Deep Neural Networks, object detection, classification, signal pre-processing, Python, physics simulations, model generalization, objective function design, performance assessment
Preferred skills
Radar sensing phenomenology, multiple programming languages (Matlab, C/C++), open source frameworks
Technologies
Python, Matlab, C/C++, Open Source frameworks
Responsibilities
Research, conceive, design, prototype, and implement advanced Deep Neural Network Architectures; Apply deep learning algorithms for object detection and classification; Develop domain-aware pre-processing algorithms; Apply signal pre-processing techniques on SAR data; Create physics simulations of various phenomenologies; Develop appropriate objective functions and sound performance assessment plans; Present work at meetings and conferences; Develop and deliver production-quality code
Seniority
Senior, hands-on IC