{"id":2917764,"url":"https://alion.io/job/dream-lab-ai-engineer-llm","title":"AI Engineer (LLM)","company":{"id":7557,"name":"Dream Lab","domain":"dreamlab.kz","url":"https://alion.io/company/dreamlab-technologies-ltd","size_band":null,"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":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Astana, Kazakhstan"],"countries":["KZ"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":550000,"max":900000,"currency":"KZT","period":"month","gross":null,"usd_annual":24468},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Docker","optional":false},{"name":"FastAPI","optional":false},{"name":"LangGraph","optional":false},{"name":"Linux","optional":false},{"name":"LLM","optional":false},{"name":"OCR","optional":false},{"name":"OpenAI","optional":false},{"name":"Pydantic","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"SQL","optional":false},{"name":"Structured Outputs","optional":false},{"name":"VLM","optional":false},{"name":"ElasticSearch","optional":true},{"name":"LangChain","optional":true},{"name":"Langfuse","optional":true},{"name":"LoRA","optional":true},{"name":"Model Context Protocol","optional":true},{"name":"Neo4j","optional":true},{"name":"NLP","optional":true},{"name":"PEFT","optional":true},{"name":"Qdrant","optional":true},{"name":"SGLang","optional":true},{"name":"Speculative Decoding","optional":true},{"name":"vLLM","optional":true}],"status":"live","first_seen_at":"2026-10-20T10:59:10Z","employer_posted_date":"2026-10-20","last_verified_at":"2026-10-22T22:03:03Z","board_verified":true,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":2},"description":"Обязанности: \n Строить LLM-пайплайны анализа больших массивов документов: structured output, обработка сотен тысяч записей.\n Разрабатывать агентов и RAG: LangGraph, text-to-SQL, гибридный поиск (dense + BM25, reranker), ответы со ссылками на источники.\n Строить eval-наборы, считать precision и recall и находить настоящую причину ошибки в данных, а не только в промпте.\n Обрабатывать документы и речь: OCR и VLM, STT и TTS.\n Деплоить сервисы в Docker на закрытые серверы и следить за нагрузкой на GPU.\n Требования: От 3 лет Python в проде, из них от 1,5 года - LLM-функции, которыми пользуются реальные люди.\n FastAPI, Pydantic, асинхронный код, фоновые воркеры, идемпотентные batch-задачи.\n Уверенный SQL на больших таблицах.\n Опыт с OpenAI-совместимыми API и structured output, а также хотя бы один RAG или агент в проде.\n Умение оценивать качество модели цифрами.\n Docker, Linux, SSH.\n Условия: Официальное трудоустройство согласно Трудовому кодексу Республики Казахстан;\n График работы: 5/2, с 09:00 до 18:00;\n Формат работы: офис в г. 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