{"id":3450781,"url":"https://alion.io/job/invian-juniormiddle-cvml-inzhener-3","title":"Junior+/Middle CV/ML инженер","company":{"id":3816931,"name":"Invian","domain":"invian.ru","url":"https://alion.io/company/intellektualnaya-videoanalitika","size_band":"11-50","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Innopolis, Russia"],"countries":["RU"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":19000,"max_usd":54000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":8},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Albumentations","optional":false},{"name":"CUDA","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Rust","optional":false},{"name":"Torchvision","optional":false},{"name":"ONNX","optional":true}],"status":"live","first_seen_at":"2026-10-29T10:48:29Z","employer_posted_date":"2026-10-29","last_verified_at":"2026-10-31T14:44:43Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"CV/ML инженер состоит в команде Research and Development и занимается разработкой новых методик, а также улучшением существующих подходов.\n Обязанности:\n Разработка моделей детекции, классификации, трекинга, событий в дорожном движении\n Сбор данных для обучения и тестирования, контроль над качеством разметки\n Оптимизация и адаптирование архитектур под edge устройства\n Разработка гипотез и их прототипирование на Python\n Поиск, чтение и имплементация релевантных статей\n Коммуникация с Rust-инженерами для переноса логики в финальный продукт\n Ждём от кандидата\n Основные требования:\n Владение Python и умение писать понятный код\n PyTorch, torchvision, с написанием собственных архитектур и их обучением\n Опыт работы с CV данными (albumentations, torchvision)\n Опыт работы с трекингом (SORT/DeepSORT, ByteTrack)\n Умение работать с CUDA и CUDA Toolkit\n Аргументация и документация принятых решений\n Приятным плюсом будет:\n Знакомство с dvc, опыт автоматизации работы с данными\n Опыт работы с ONNX и оптимизацией моделей для edge\n Умение работать с Nix\n Умение работать с Rust\n Что мы предлагаем: Мы аккредитованы\n ДМС\n График работы 5/2 с гибким началом дня\n Можно работать на полной удалёнке, из офиса или совмещать\n Комфортный офис в Иннополисе, оснащенный кофемашиной и зоной отдыха\n Коворкинг в Казани в IT парке им. 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