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Data Scientist (Computer Vision)
WaveAccess
Тбилиси, Грузия
🔄 Гибрид
Middle
Полная занятость
Грузия
Описание вакансии
We are looking for a Data Scientist with solid fundamentals in data work, statistics, and hands-on experience delivering computer vision solutions.
Responsibilities
•Develop, train, and deploy computer vision models
•Work with image datasets: preprocessing, validation, and quality control of labels/annotations
•Improve model accuracy and robustness through error analysis and iterative experimentation
•Optimize models for inference (performance, latency, resource usage)
•Integrate and automate CV models within an end-to-end solution
•Collaborate with cross-functional teams (engineering, product, domain experts)
•Maintain research documentation and reports
•Monitor model performance and implement improvements based on metrics and feedback
Requirements
•Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field
•3+ years of experience in Data Science / ML (Middle-/Middle level)
•Strong Python skills for data processing and model development
•Experience with deep learning for computer vision
•Experience with YOLO for object detection and segmentation
•Practical experience interpreting model outputs, performing error analysis, and formulating new hypotheses
•Experience presenting results (demos, internal talks, reports)
•Experience with localization and mapping tasks, including ORB-SLAM, particle filters, and Kalman filter
•Basic knowledge of CMake, as well as an understanding of how applications are built and debugged
Technologies
•Python
•NumPy, Pandas
•PyTorch
•ONNX / ONNX Runtime
•PyTorch Lightning
•OpenCV
•Albumentations
•Matplotlib / Seaborn
•CVAT
•Hydra
•YOLO
•Conversational English (B2)
Nice to have
•Linux + bash, ssh
•Experience working with point clouds (e.g., preprocessing, registration, segmentation, 3D perceptions
•Video processing experience
•Understanding of linear algebra
•Knowledge of general ML approaches
•Experience with scikit-learn / imblearn / scipy, etc.
•Knowledge of mathematical statistics
•Experience with experiment tracking systems
•Experience working with large-scale image datasets (100+ GB)
•Experience with Open3D and good spatial reasoning skills.
•Basic C++ understanding
Plus
•REST API development experience
•Understanding of CI/CD
•C++/other languages
•Docker, pre-commit
We offer
•Work in a dynamic international team
•Official employment with fully paid sick leave and vacation
•Option to collaborate via contractor / self-employment arrangements
•Participation in international and local projects
•Voluntary medical insurance including dental coverage
•Necessary equipment for work
•Corporate training programs
•Wide opportunities for self-development and career growth
•Flexible processes and a flexible start of the working day