{"id":2434786,"url":"https://alion.io/job/uzum-senior-ml-engineer","title":"Senior ML Engineer","company":{"id":2597605,"name":"Uzum","domain":"uzum.com","url":"https://alion.io/company/uzum-com","size_band":"501-1000","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":"senior","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_regions","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Moscow, 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датасетов и разметки\n Постановка экспериментов, A/B-тестирование, оценка метрик и deployment\n Работа с cloud-инфраструктурой: удаленные машины, Kubernetes\n Архитектура ML-систем, clean code на Python (типизация, тесты, CI/CD)\n Ключевые компетенции:\n Сильная академическая база: теория вероятностей, матстатистика, матанализ, линейная алгебра\n Опыт работы с PyTorch: обучение, инференс, конвертация моделей (ONNX/TensorRT), квантизация\n Компьютерное зрение: детекция, сегментация, классификация, OCR/KIE\n Рекомендательные системы: коллаборативная фильтрация, эмбеддинги, ранжирование, contrastive learning\n Облачные платформы, Linux, SSH, Docker, Kubernetes\n Python (типизация, ООП, асинхронность), паттерны проектирования, CI/CD\n Работа с данными: SQL/NoSQL, Airflow, кластеризация, фича-сторы, легкие бэкенд-сервисы\n Понимание метрик качества ML-моделей и экспериментов\n Опыт работы с системами реального времения\n Русский (свободное владение), английский A2+\n Уверенное владение 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