About the Position

We are seeking a skilled Computer Vision Engineer to develop and implement computer vision algorithms for our unit.

Responsibilities

Development and implementation of computer vision algorithms for the unit.
Creation, training, testing, and optimization of artificial intelligence models for automatic detection, classification, and tracking of objects.
Processing and analysis of video and photo data obtained from unmanned aerial systems, surveillance cameras, and other technical means.
Development of solutions for tasks such as Object Detection, Image Classification, Instance Segmentation, Semantic Segmentation, and Object Tracking.
Formation, preparation, annotation, and maintenance of datasets for training machine learning models.
Evaluation of model effectiveness based on key quality metrics and their subsequent improvement.
Integration of developed algorithms into the unit's software and hardware complexes.
Optimization of models for real-time operation on computing platforms using GPU.
Participation in testing and implementation of new technological solutions in combat and training conditions.
Interaction with programmers, UAV engineers, analysts, and other specialists for the implementation of joint projects.
Analysis of modern technologies in the field of computer vision and the implementation of best practices in the unit's work.
Preparation of technical documentation and reporting on developed solutions.

Higher technical education (computer science, applied mathematics, electronics, automation, or related fields).
Experience in developing machine vision systems for at least 2 years.
Deep understanding of computer vision and image processing principles.
Practical experience in building and training object recognition models.
Understanding of modern neural network architectures for tasks such as Object Detection, Image Classification, Instance Segmentation, Semantic Segmentation, and Object Tracking.
Proficiency in Python.
Experience with: OpenCV, PyTorch or TensorFlow, Ultralytics YOLO (YOLOv8/YOLOv11), NumPy, Pandas.
Experience in dataset preparation and annotation.
Skills in evaluating model quality (mAP, Precision, Recall, F1-score).
Understanding of model training, validation, and optimization processes.
Experience working with GPU (NVIDIA CUDA).
Knowledge of Linux at the level of a confident user.

Mobilization until the end of martial law or service under a contract.
Possibility of transferring current military personnel with the consent of the direct commander.
Monetary support according to the norms of current legislation.
Completion of specialized training.
Monetary support according to the norms of current legislation.

429 окрема бригада безпілотних систем «АХІЛЛЕС»

⚔️ У строю з 24.02.2022