1 месяц назад
Software Engineer I, Perception (New Grad) (AI)
75 000 - 80 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer I, Perception (New Grad) (AI): Building hybrid computer-vision and deep-learning perception systems for autonomous spacecraft with an accent on multi-object tracking, coordinate transformations, and edge deployment. Focus on implementing Extended Kalman Filters, training PyTorch models, generating synthetic space imagery, and optimizing C++ algorithms for space-qualified processors.
Location: Onsite near Centennial, Colorado or Long Beach, California, United States
Base salary: $75,000 in Denver or $80,000 in Long Beach per year.
Company
develops autonomous spacecraft, advanced payloads, mission software, and space-based interceptors for space-security and defense missions.
What you will do
- Implement classical tracking algorithms, including Extended Kalman Filters, Hungarian data association, and track management logic.
- Train and integrate neural networks for object detection, classification, threat discrimination, and re-identification.
- Build hybrid perception pipelines from detections and tracking through coordinate transformations and angle-only navigation measurements.
- Develop image-processing workflows including hot-pixel filtering, adaptive thresholding, centroiding, connected-component analysis, and star-catalog matching.
- Deploy and optimize models on edge and space-qualified hardware using INT8 quantization, C++, ONNX Runtime, and TensorRT.
- Generate synthetic spacecraft imagery in Blender and validate end-to-end performance through software-, processor-, and hardware-in-the-loop testing.
Requirements
- Bachelor’s or Master’s degree in computer science, electrical engineering, robotics, aerospace engineering, or a related technical field, either in progress or recently completed.
- Coursework in computer vision and estimation theory, or willingness to learn both.
- Proficiency in Python and some exposure to C++.
- Familiarity with either classical tracking and Kalman filters or deep learning and neural-network training.
- Understanding of linear algebra, probability, and coordinate transformations, with strong debugging skills.
- U.S. citizenship or another ITAR-eligible status is required for facility access and government contracts.
Nice to have
- Experience with Extended Kalman Filters, multi-object tracking, state estimation, PyTorch or TensorFlow.
- Knowledge of camera coordinate frames, quaternions, rotation matrices, ECI, LVLH, and RIC frames.
- Experience with OpenCV, image processing, synthetic data generation, Blender or Unreal, and domain randomization.
- Exposure to edge deployment, quantization, ONNX, TensorRT, embedded systems, ROS, or multimodal sensor fusion.
- Prior internship or project experience deploying perception algorithms to embedded systems.
Culture & Benefits
- Work focuses on autonomous spacecraft and space-superiority technologies.
- Algorithms are developed for operation under strict compute and power constraints and may operate in orbit.
- The position is a three-month temporary employment engagement, with potential conversion to regular employment based on performance and business need.
- Work includes indoor and outdoor conditions as well as physical demands such as sitting, bending, lifting, and driving.
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