Voyagertechnologiesinc
Machine Learning Engineer - Mid-Level
El Segundo, CA. Posted 2 months ago
The role
You will develop Deep Learning technologies for Computer Vision, Synthetic Aperture Radar (SAR), and Geospatial Exploitation. The role involves researching, designing, and implementing advanced Deep Neural Network Architectures and machine learning models.
What you will do
- Research, conceive, design, prototype and/or implement advanced Deep Neural Network Architectures and Machine Learning models
- Apply deep learning algorithms to train neural networks for object detection and classification
- Develop domain-aware pre-processing algorithms to increase model generalization
- Apply signal pre-processing techniques on SAR data
- Create physics simulations of various phenomenologies
- Develop methods to account for bias between simulated and real-world data
- Develop appropriate objective functions and performance assessment plans
- Present work at meetings and conferences
- Develop and deliver production-quality code mainly in Python
Required qualifications
- Must be able to obtain and maintain a US government clearance
- US citizenship required
- 5-15 years applicable experience
- Bachelor's degree in engineering or related field
- Must be a U.S. Person: a US Citizen, a lawful permanent resident of the U.S., or a protected individual
Nice to have
- Master's degree
- Strong background in Machine Learning (preferably Deep Neural Networks)
- Need to be flexible in a small business environment
- Familiarity with radar sensing phenomenology
- Open Source frameworks is a huge plus
- Ability to program in multiple languages (Python, Matlab, C/C++)
Benefits
- Competitive salary
- Discretionary annual bonus plan
- Paid time off (PTO)
- Comprehensive health benefit package
- Retirement savings
- Wellness program
Before you apply
- Must be able to obtain and maintain a US government clearance
- Requires US citizenship
- Must be a U.S. Person to conform to U.S. Government export regulations
- Must be eligible to obtain required export authorizations from the U.S. Department of State or the U.S. Department of Commerce
About the company
Voyager is an innovative defense, national security and space technology company. They tackle complex challenges to deliver transformative, mission-critical solutions for national security and space.