{"id":3449117,"url":"https://alion.io/job/it-hunter-senior-ml-engineer-python-nlp-llm","title":"Senior ML Engineer (Python / NLP / LLM)","company":{"id":774,"name":"IT-hunter","domain":"ithunter.io","url":"https://alion.io/company/it-hunter","size_band":null,"is_staffing_agency":true,"employer_type":"agency","is_intermediary":false,"listed_via":null,"ats_vendor":null,"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":"inferred","locations":["Moscow, Russia"],"countries":["RU"],"hiring_countries":["RU","BY","KZ","KG","AM"],"hiring_countries_total":5,"salary":null,"salary_estimate":{"min_usd":31000,"max_usd":65000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":13},"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Apache Kafka","optional":false},{"name":"BERT","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Hugging Face","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"NER","optional":false},{"name":"NLP","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"Transformers","optional":false},{"name":"Airflow","optional":true},{"name":"ClickHouse","optional":true},{"name":"Docker","optional":true},{"name":"DSPy","optional":true},{"name":"Kubernetes","optional":true},{"name":"llama.cpp","optional":true},{"name":"MLFlow","optional":true},{"name":"OpenAI","optional":true},{"name":"Rest API","optional":true},{"name":"vLLM","optional":true}],"status":"live","first_seen_at":"2026-10-29T10:13:34Z","employer_posted_date":null,"last_verified_at":"2026-10-29T10:13:34Z","board_verified":false,"closed_at":null,"days_open":2,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":2},"description":"Навыки: Python, NLP, LLM, PyTorch, Машинное обучение, Apache Kafka, PostgreSQL. Квалификация: Lead. Специализации: ML разработчик.\nО компании\nРоссийская IT-компания, разрабатывающая решения для обработки, управления и повышения качества данных. Наши продукты используют крупные корпоративные заказчики, включая банки и другие высоконагруженные организации.\nИщем опытного ML Engineer с сильной инженерной базой и глубоким пониманием Machine Learning, NLP и LLM.\nНам нужен самостоятельный специалист, способный проектировать ML-решения, строить пайплайны и доводить разработки до production.\nЧем предстоит заниматься\nПроектировать, разрабатывать и оптимизировать ML-пайплайны: от подготовки данных и обучения моделей до внедрения в production.\n\nРазрабатывать и дообучать ML/NLP-модели под продуктовые задачи.\n\nРаботать с Transformers, BERT, LLM, RAG и fine-tuning.\n\nРешать задачи классификации текстов, NER и извлечения информации.\n\nРазрабатывать процессы оценки качества моделей, проводить эксперименты и оптимизировать инференс.\n\nСамостоятельно взаимодействовать с заказчиками: собирать требования, предлагать технические решения и реализовывать их.\n\nВ перспективе - участвовать в разработке AI Agents и агентных систем.\n\nЧто мы ожидаем\nОт 6-8 лет релевантного опыта в ML Engineering, NLP или разработке ML-систем.\n\nУверенное владение Python, PyTorch, scikit-learn, Hugging Face Transformers.\n\nГлубокое понимание классического ML: логистическая регрессия, деревья решений, SVM, boosting, bagging.\n\nПонимание метрик качества моделей: Precision, Recall, F1, ROC-AUC, выбор threshold и применение метрик к бизнес-задачам.\n\nЗнание архитектуры Transformers и BERT, практический опыт классификации текстов и NER.\n\nОпыт fine-tuning ML/NLP-моделей, включая BERT и современные LLM.\n\nПрактический опыт самостоятельного построения ML-пайплайнов и вывода моделей в production.\n\nОпыт работы с LLM, RAG, оценки качества и оптимизации моделей.\n\nХорошее знание SQL, опыт обработки больших объёмов данных.\n\nУмение самостоятельно принимать технические решения и взаимодействовать с заказчиками.\n\nТехнологический стек\nPython, PyTorch, scikit-learn, Hugging Face Transformers, DSPy, OpenAI, vLLM / llama.cpp, MLflow, PostgreSQL, Kafka, REST API.\nБудет плюсом опыт работы с Airflow, ClickHouse, Docker, Kubernetes, векторными базами данных и MLOps.\nОсобенности позиции\nЭто hands-on инженерная роль без управления командой.\nМы ищем специалиста, который самостоятельно пишет код, проектирует архитектуру решений, выстраивает коммуникацию с заказчиками и отвечает за технический результат.\nОсновной фокус на первом этапе - построение и развитие ML-пайплайнов. В дальнейшем предполагается развитие LLM-решений и агентных систем.\nУсловия\nПолностью удалённая работа из РФ или гибридный формат.\n\nОфис в Москве, м. Парк культуры.\n\nЗаработная плата обсуждается индивидуально.\n\nРабота над реальными продуктовыми ML/LLM-задачами.\n\nВозможность влиять на архитектуру и технические решения.","description_format":"text","description_chars":2955,"description_truncated":false,"requirements":{"experience_years_min":6,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"Russian","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[{"name":"Russia","iso":"RU","kind":"country"},{"name":"Belarus","iso":"BY","kind":"region"},{"name":"Kazakhstan","iso":"KZ","kind":"region"},{"name":"Kyrgyzstan","iso":"KG","kind":"region"},{"name":"Armenia","iso":"AM","kind":"region"}],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-29T10:13:34Z"}],"visa":[],"liveness":{"score":52,"band":"ok","label":"Likely open","p_open":1,"p_active":0.516,"p_room":1,"age_days":1,"expected_fill_days":29,"reasons":["seen:1","agency","win:early"],"computed_at":"2026-10-31T05:58:55Z"},"pay":null,"html_url":"https://alion.io/job/it-hunter-senior-ml-engineer-python-nlp-llm","json_url":"https://alion.io/job/it-hunter-senior-ml-engineer-python-nlp-llm.json","meta":{"generated_at":"2026-10-31T13:42:17Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":21277,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-01T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":774},"rest":"https://alion.io/mcp/rest/get_company?id=774"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fit-hunter-senior-ml-engineer-python-nlp-llm"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fit-hunter-senior-ml-engineer-python-nlp-llm"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fit-hunter-senior-ml-engineer-python-nlp-llm"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/it-hunter-senior-ml-engineer-python-nlp-llm\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fit-hunter-senior-ml-engineer-python-nlp-llm"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3449117}},{"tool":"search_jobs","arguments":{"company":"ithunter.io","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3449117},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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