Etegent Technologies is seeking Machine Learning Engineers (MLEs) to work with their Intelligence, Surveillance, and Reconnaissance (ISR) group to develop and commercialize AI/ML/Software solutions that address geospatial intelligence (GEOINT) challenges for Department of Defense and Intelligence Community (DoD/IC) customers.
Requirements
- Experience developing ML models using standard ML frameworks (PyTorch, Tensorflow, or similar).
- Experience developing software tools capable of ingesting large, diverse datasets.
- Background in data science, statistics, and computer vision.
- Experience creating python-based user interfaces for data visualization.
- Experience with Python, GIT, and Linux.
- Experience with remote sensing data products such as SAR, ISAR, EO, GMTI, HSI, and OPIR.
- Experience creating user interfaces with Dash, Streamlit, or other similar frameworks.
Responsibilities
- Understand, design, and implement algorithms for signature exploitation. This includes traditional feature extraction and state-of-the-art deep learning approaches.
- Implement efficient signal/image processing techniques including radar signal processing, electro-optical and infrared image processing.
- Develop and deploy data science tools for ingestion, visualization, and analysis of large, diverse data sources.
- Implement machine learning, data mining and statistical algorithms for pattern recognition and anomaly detection.
- Provide expertise in data analytics and algorithm development for diverse data sources and applications.
- Apply statistical techniques to evaluate algorithm performance.
- Coordinate with teammates and users to instantiate research concepts in efficient, modular, and well-documented software.
Other
- Effectively communicate status updates, and other important information, with the team and group leader.
- Execute research-and-development tasks in close collaboration with the team and group leader according to a set project schedule.
- Gives effective feedback to others; contributes to the writing of project updates and final reports.
- Bachelor’s Degree in the fields of Computer Science, Engineering, Physics, Applied Math, or Statistics.
- Active TS security clearance.
