Machine Learning Engineer- Computer Vision

Key Skills

Algorithms, C Programming, C++, Computer Vision (CV), Machine learning techniques, Python Programming, Software Development

Job Description

STR’s Analytics Division develops and applies cutting-edge computer vision and deep learning techniques to solve problems in object detection, recognition, localization & tracking; biometrics; 3D scene reconstruction; threat detection; vision-aided navigation; and situational awareness. Our projects integrate algorithmic research, software engineering, and application system development to produce innovative capabilities that address challenging national security problems. We actively collaborate with research engineers across STR, as well as with academic researchers and industry partners to develop practical and powerful computer vision solutions.

The Role:

• Design and implement innovative computer vision and deep learning algorithms for solving challenging scene understanding problems.
• Collaborate with other STR engineers and leading researchers in the computer vision community to develop, adapt, extend and optimize state-of-the-art techniques for addressing new sensor exploitation applications.
• Apply sensor exploitation solutions to a range of image modalities, such as: visible/infrared video from ground and aerial sensors, social media photographs, imaging radar, LIDAR or hyperspectral cameras.
• Solve scene understanding problems where limited measured training data is available using techniques such as transfer learning and domain adaptation.
• Perform data analysis on experimental data and identify performance improvement strategies.
• Interact with national security customers and users to determine and assess unmet needs and evolving requirements.
• Transition algorithms to prototype and/or real-time systems demonstrations.
• Position may involve travel to customer meetings and/or data collections and experiments.

Who You Are:

• BS, MS or PhD degree in Computer Science, Electrical Engineering, Applied Mathematics or related technical discipline
• Track record of applying computer vision and machine learning algorithms to scene understanding problems
• Experience with scientific software development
• Motivated collaborator with internal and external teams

Some Other Relevant Skills You May Have:

• Experience with Python and C/C++
• Track record in written and oral communication to both technical and non-technical audiences

STR is a growing technology company with locations near Boston, MA, Arlington, VA, near Dayton, OH, Melbourne, FL, and Carlsbad, CA. We specialize in advanced research and development for defense, intelligence, and national security in: cyber; next generation sensors, radar, sonar, communications, and electronic warfare; and artificial intelligence algorithms and analytics to make sense of the complexity that is exploding around us.