Data Scientist (Computer Vision)

Data Scientist (Computer Vision)

Прямой работодатель WaveAccess ( waveaccess.ru )

Тбилиси, Грузия Миддл • Сеньор Аналитика, Data Science, Big Data • Data scientist • Data Science • Computer Vision 1 июня Удаленная работа • Работа в офисе
Опыт работы от 3 до 5 лет Работодатель WaveAccess Короткая ссылка: geekjob.ru/hiU1 Откликнуться 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

Специализация
Аналитика, Data Science, Big Data Data scientist Data Science
Отрасль и сфера применения
Computer Vision
Уровень должности
Миддл Сеньор

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