— Masters in computer science, engineering, physics or mathematics with specialization in computer vision,
image science or machine learning areas
— 3+ years of programming experience with the following languages/frameworks: Python, C++; Pytorch /
Tensorflow /Keras/ OpenCV;
— Advanced understanding and working experience of various fundamentals and concepts of computer vision
and machine learning;
— Good understanding of low level image processing, noise filtering, segmentation feature extraction/matching
— Familiarity with architectures for classification tasks: CNN, Faster R-CNN, ResNet; detections: YOLO, HOG;
segmentation: U-Net, DeepLab, PSPNet;
— Work with modern OCR — technologies;
— Previous direct experience of video analytics algorithm/system development for specific problems
— A successful candidate must have aptitude to quickly learn, apply new technologies, and must be able to
work in a self-driven manner within a fast-paced, entrepreneurial environment;
— English — Upper-intermediate level
— Skills of working with MS Azure Cognitive Services, AI Machine Learning;
— Computer Vision projects implementation from scratch.
— Experience in NLP, Recommendation System domains
— Understanding concepts of Language modeling, text classification and clustering, voice recognition and
conversion it to the text, topic modeling.
— Competitive salary with performance bonus;
— Official employment;
— A wide range of interesting applied problems in different CV areas;
— Access to the latest resources from Microsoft
— Medical insurance;
— Office in Unit.City;
— Friendly and collaborative environment.
— Corporate events, including sports.
— Responsible for the full cycle of CV models development;
— Building the architecture of the technical model;
— Building deep learning models and architectures using models such as AlexNet, VGG, GoogleNet etc.;
— Create a representative database necessary for model training;
— Solutions definition based on the most optimal progressive algorithms;
— Responsible for development stages;
— Improvement of existing algorithms and development of new one;
— Writing code, checking code;
— Responsible for assessing the quality of models;
— Effective communication with other project members and project stakeholders
Metinvest Digital specializes in digital business transformation. The company implements, monitors and maintains IT solutions, performs audit and consulting of IT infrastructure and business. Metinvest Digital serves over 40,000 users and over 30 companies.
The R&D team within Computer Vision direction, engaged in implementation of new technologies for process automation. We do research and development in the field of computer vision and video analytics as well as cooperate with various directions where the use of AI, Machine Learning, and neural networks is required to perform video analysis. The main tasks we focused at: people detection in restricted industrial areas, working staff recognition and identification, vehicle plate and unique number identification, preventing emergencies at enterprises, and others.