{"id":3394584,"url":"https://alion.io/job/ntr-team-lead-ml","title":"Team Lead ML","company":{"id":66665,"name":"NTR","domain":"mwnts.ru","url":"https://alion.io/company/mwnts","size_band":"201-500","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":"lead","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Moscow, Russia"],"countries":["RU"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":69000,"max_usd":141000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":10},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agile","optional":false},{"name":"AI Agents","optional":false},{"name":"C++","optional":false},{"name":"Chroma","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"ElasticSearch","optional":false},{"name":"ETL/ELT","optional":false},{"name":"FastAPI","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Flask","optional":false},{"name":"Git","optional":false},{"name":"GitLab CI","optional":false},{"name":"Go","optional":false},{"name":"Grafana","optional":false},{"name":"Jira","optional":false},{"name":"Kanban","optional":false},{"name":"Kubeflow","optional":false},{"name":"Kubernetes","optional":false},{"name":"LangChain","optional":false},{"name":"Linux","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"Milvus","optional":false},{"name":"MLFlow","optional":false},{"name":"OpenSearch","optional":false},{"name":"OWASP ZAP","optional":false},{"name":"Prometheus","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Qdrant","optional":false},{"name":"RAG","optional":false},{"name":"Scrum","optional":false},{"name":"Semgrep","optional":false},{"name":"SonarQube","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false},{"name":"TensorFlow C++","optional":false},{"name":"Transformers","optional":false},{"name":"Valgrind","optional":false},{"name":"VictoriaMetrics","optional":false},{"name":"Weights & Biases","optional":false},{"name":"C","optional":true}],"status":"live","first_seen_at":"2026-10-28T11:51:44Z","employer_posted_date":"2026-10-28","last_verified_at":"2026-10-30T02:05:57Z","board_verified":true,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":2},"description":"Новые Телеком Решения - это разработчик ПО и производитель телекоммуникационного оборудования для операторов связи.\n В Направление AID (автоматизация, интеграция, деплой) открыта вакансия Team Lead ML.\n Мы работаем над внутренними продуктами, у нас понятный roadmap и большие планы на будущее.\n Обязанности:\n Стратегия и исследования: организация исследований применения LLM для задач разработки ПО (генерация кода, тестов, документации, рефакторинг); анализ и пилотирование Open Source LLM-моделей и фреймворков (RAG, fine-tuning) с оценкой применимости в production; определение технической стратегии интеграции LLM-решений с существующими сервисами (API, гейтвеи, авторизация, мониторинг)\n\n Инструменты и автоматизация: внедрение LLM-агентов в CI/CD (генерация юнит-тестов, SAST); разработка инструментов автоматизированного Code Review с использованием LLM; создание и поддержка RAG-систем для технической документации (контекстный поиск, ответы на вопросы)\n\n Анализ и мониторинг: обработка и анализ логов (Opensearch) для выявления проблем в коде и инфраструктуре; мониторинг производительности моделей, метрик дрейфа данных и качества предсказаний (Prometheus, Grafana, Opensearch); постановка гипотез и проектирование экспериментов с LLM\n\n Безопасность: обеспечение безопасности ML-систем (защита от data poisoning, adversarial examples, контроль доступа)\n\n Команда и процессы: управление приоритетами и загрузкой команды, мотивация и развитие сотрудников; формирование и поддержка road-map в соответствии с бизнес-целями; участие в код- и архитектурных ревью; взаимодействие со стейкхолдерами и бизнес-заказчиками; работа по Agile (Scrum, Kanban); формирование культуры качества кода, автоматизации и непрерывного улучшения процессов.\n\n Ожидания от кандидата:\n Релевантный опыт работы 3-5 лет\n Языки и фреймворки: Python, C++ / Go (на уровне чтения, модификации и код-ревью)\n Инфраструктура: Linux, Docker, Kubernetes, Kubeflow / Airflow\n ML Ops: TensorFlow / PyTorch, Transformers, LangChain / LlamaIndex, основы работы с моделями (fine-tuning, RAG), векторные БД (Chroma, Qdrant, Milvus), MLflow / Weights & Biases, FastAPI, Flask\n Мониторинг: Prometheus, Grafana, VictoriaLogs, VictoriaMetrics\n Системы анализа: Opensearch / Elasticsearch, инструменты статического (SonarQube, Semgrep) и динамического анализа (Valgrind, ASan, OWASP ZAP).\n Инструменты: GitLab CI, Jira/Xray\n Другое: Git, SQL, основы ML-алгоритмов, ETL/ELT-процессы.\n Мы предлагаем:\n Развитие: неограниченный профессиональный рост, команда экспертов, внутреннее и внешнее обучение\n\n Надежность: официальное оформление по ТК РФ в аккредитованной ИТ компании, достойный уровень заработной платы, социальные гарантии\n\n Забота: ДМС, оплата 10 календарных дней нетрудоспособности в году в размере 100% заработка, релокационный бонус\n\n Комфорт: гибкое начало рабочего дня, гибридный график работы. 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Docs: https://alion.io/developers"}}