Über
The Challenge
Develop perception algorithms using inputs from visible, infrared, and synthetic aperture radar sensors. Expected tasks include development of object detection, object tracking, image segmentation, optical flow, and crossview matching algorithms.
Prototype initial algorithms in preferred programming languages (Python, MATLAB, C++).
Transition prototype algorithms for real‑time edge execution on various System on Chips (CPU/GPU, CPU/TPU, etc.).
Support field demonstrations of vision software on various manned and unmanned vehicles.
Present techniques, solutions, and results to DoD customers and Leidos management.
Develop proposals and concepts responding to customer requirements.
Basic Qualifications
BS degree in a scientific field such as computer science, math, data science, physics, or engineering with 4+ years of prior relevant experience or Masters with 2+ years of prior relevant experience.
Experience in applying computer vision to solve complex image processing problems, including data curation, data labeling, model training, and model evaluation.
Experience with state‑of‑the‑art neural network architectures such as convolutional neural networks (CNNs) and vision transformers (ViTs) as well as specific high‑performing open‑source model implementations.
4 years of experience with PyTorch (preferred), TensorFlow, or similar AI/ML development framework.
3 years of experience with computer vision libraries such as OpenCV.
3 years of experience in Python with additional experience in C++ and MATLAB.
3 years of experience working in a Linux development environment.
Advanced Qualifications
Experience deploying to various edge processing devices including the NVIDIA Jetson family and other hardware acceleration platforms.
Experience with Apache TVM or other similar frameworks for AI/ML acceleration for deployment to edge devices.
Experience working with the Robot Operating System (ROS).
Experience developing algorithms that process vision measurements such as Simultaneous Localization and Mapping (SLAM), visual odometry (VO), photogrammetry, and structure‑from‑motion (SfM).
Existing US security clearance (Secret or above).
Clearance Required
U.S. Citizen with the ability to obtain and maintain a Secret Security Clearance.
Commitment to Non-Discrimination All qualified applicants will receive consideration for employment without regard to sex, race, ethnicity, age, national origin, citizenship, religion, physical or mental disability, medical condition, genetic information, pregnancy, family structure, marital status, ancestry, domestic partner status, sexual orientation, gender identity or expression, veteran or military status, or any other basis prohibited by law. Leidos will also consider for employment qualified applicants with criminal histories consistent with relevant laws.
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Sprachkenntnisse
- English
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