Quantum Systems
Technology
AIComputerVisionLead
Neural analysis suggests this role is
optimal for experienced candidates.
“AI Computer Vision Lead at Quantum Systems. Skills: Computer vision, Object detection, Object tracking, Deep learning. Lead team of ML Engineers. Design object detection models”
Industry & Context.
What They're Looking For.
Must Have
8+ years of experience in AI/ML, Leadership experience, Experience building ML infrastructure, Experience building training pipelines, Proven experience in object detection/tracking, Proficiency in Python, Proficiency in C++, Proficiency in PyTorch, Proficiency in TensorFlow, Experience with real-time video processing, Experience with optimization techniques, Solid understanding of data annotation, Solid understanding of data augmentation, Solid understanding of training workflows, Familiarity with embedded/edge AI deployments, Bachelor’s or Master’s degree
Nice to Have
Experience with aerial/surveillance imagery, Experience with geospatial data, Knowledge of GStreamer, Knowledge of OpenCV, Familiarity with real-time streaming frameworks, Familiarity with UAVs, Familiarity with drone flight control, Familiarity with defense technologies, Understanding of object re-identification, Understanding of multi-target tracking
What You'll Do.
Lead team of ML Engineers
Design object detection models
Develop object detection models
Optimize object detection models
Design tracking models
Develop tracking models
Optimize tracking models
Implement inference pipelines
Optimize pipelines for edge hardware
Conduct model training
Conduct model testing
Conduct model benchmarking
Conduct model validation
Integrate AI models into onboard systems
Collaborate with software teams
Collaborate with hardware teams
Research deep learning methods
Apply deep learning methods
How You'll Work.
Team & Collaboration
Software teams; Hardware teams
Full Job Description
Quantum Systems next-generation unmanned solutions across air, land, and sea. From advanced aerial drones to underwater and ground platforms, our systems combine cutting-edge hardware with AI-driven software for seamless control and real-time data insights. Trusted by defense, security, and public sector clients worldwide, we redefine mission versatility and performance. Quantum-Systems is a strong supporter of Ukraine and has it’s local Ukrainian office since 2022. The role is based in Kyiv, and we expect you to work full-time in the office. What is your Day to Day Mission: * Lead team of ML Engineers * Design, develop, and optimize real-time object detection and tracking models for aerial video from UAVs (EO/IR cameras) * Implement inference pipelines optimized for edge hardware (e.g., NVIDIA Jetson, Orin) * Conduct model training, testing, benchmarking, and validation in real flight environments * Integrate AI models into onboard systems * Collaborate with other software and hardware teams to ensure robust end-to-end performance * Research and apply state-of-the-art deep learning methods in computer vision ## Requirements #### What you bring to the team: * 8+ years of experience in AI/ML, with a strong focus on computer vision * Strong Leadership experience * Experience building ML infrastructure and training pipelines * Proven experience in object detection/tracking using models like YOLO, SSD, or custom CNNs * Proficiency in Python, C++, PyTorch or TensorFlow * Experience with real-time video processing and optimization techniques (e.g., TensorRT, ONNX, pruning, quantization) * Solid understanding of data annotation, augmentation, and training workflows * Familiarity with embedded/edge AI deployments (e.g., Jetson Xavier, Orin) * Experience working with aerial/surveillance imagery or geospatial data is a strong plus * Bachelor’s or Master’s degree in Computer Science, Robotics, or related field Nice to Have: * Knowledge of GStreamer, OpenCV, or similar real-tim
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