Sr. Perception Engineer (Computer Vision)
Military Tech
- Місто:
- Київ
- Джерело:
- jobs.dou.ua
Що робити
- Research and develop computer vision tailored to defense and aerospace applications, including object detection, classification, and tracking.
- Design and optimize multimodal perception models (CV and DSP) to handle unique signature detection tasks, such as identifying drones or aircraft from audio and video feeds and high and low altitude navigation;
- Develop and deploy scalable real-time vision systems using both classical computer vision and deep learning.
- Support and lead dataset curation and synthetic data generation pipelines for aerial and ground-based perception systems.
- Integrate perception models on embedded/edge hardware (Jetson, RPi5, etc.) with emphasis on latency, robustness, and throughput.
Що очікуємо
- Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, or a related field.
- 8+ years of progressive experience in machine learning and computer vision roles.
- Strong Python development skills and solid C++ understanding; expertise in ML frameworks such as PyTorch, Detectron2, OpenMMLab, Ultralytics, etc.
- Proven track record in video analytics, UAV/drone imagery, acoustic signal processing, and applied 2D/3D CV (e.g., 3D object detection, segmentation, keypoint estimation).
- Experience in designing real-time CV pipelines, multi-sensor fusion, and implementing robust data labeling and active learning systems.
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