Etegent Technologies · 1 day ago
Machine Learning Engineer
Etegent Technologies is a defense-focused technology company dedicated to developing AI/ML/Software solutions. They are seeking Machine Learning Engineers to work with their Intelligence, Surveillance, and Reconnaissance group, focusing on delivering solutions for geospatial intelligence challenges for Department of Defense and Intelligence Community customers.
Responsibilities
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
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
Qualification
Required
Bachelor's Degree in the fields of Computer Science, Engineering, Physics, Applied Math, or Statistics
2-3 years of previous signal processing, computer vision, or machine learning experience
Experience developing ML models using standard ML frameworks (PyTorch, Tensorflow, or similar)
Experience developing software tools capable of deriving value from large, diverse datasets
Background in data science, statistics, and/or computer vision
Experience creating python-based user interfaces for data visualization
Experience with Python, GIT, and Linux
Ability to acquire and maintain up to a TS security clearance
Preferred
Active TS security clearance
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
Familiarity with DoD/IC customers
Experience maintaining successful relationships and developing business with R&D customers
History of technical presentations and publications in relevant fields
Benefits
Medical/dental/vision plan
Generous annual company 401(k) contribution
Flexibility: Not a morning person? No problem. We only ask that you begin your day by 10:00am. Also, you will enjoy a flexible schedule and some ability to telecommute.
Casual Dress: We know that incredible things can be achieved by people in casual clothing. We allow employees to dress in the way that is the most comfortable to them.
Professional Development: Continuous learning on us. Reimbursement provided for up to 100% of qualifying education expenses.
Food: Keep your energy levels up with our well-supplied snack and beverage kitchen and enjoy a weekly lunch with your talented colleagues on Free Lunch Thursdays.
Fun employee events: Enjoy frequent employee get-togethers outside of work!