{"id":3860564,"url":"https://alion.io/job/aaengineering-group-mlllm-engineer","title":"ML/LLM Engineer","company":{"id":811942,"name":"AAEngineering Group","domain":"aaengineering.kz","url":"https://alion.io/company/aaengineering-group","size_band":"1001-5000","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":["Almaty, Kazakhstan"],"countries":["KZ"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"Embeddings","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Function Calling","optional":false},{"name":"Git","optional":false},{"name":"Hugging Face","optional":false},{"name":"KV Cache","optional":false},{"name":"Linux","optional":false},{"name":"LLM","optional":false},{"name":"LoRA","optional":false},{"name":"Machine Learning","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"OCR","optional":false},{"name":"pgvector","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Qdrant","optional":false},{"name":"QLoRA","optional":false},{"name":"RAG","optional":false},{"name":"Reranking","optional":false},{"name":"Transformers","optional":false},{"name":"PEFT","optional":true}],"status":"live","first_seen_at":"2026-11-06T09:11:05Z","employer_posted_date":"2026-11-06","last_verified_at":"2026-11-06T10:28:39Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"AAEngineering Group - EPC подрядчик на рынке горно-металлургической промышленности.\n Компания выполняет проектирование, строительство и реконструкцию промышленных объектов любой степени сложности с грамотным ведением авторского и технического надзоров, а приобретенный опыт дал навык в генеральном управлении проектами.\n В усиление состава BIM подразделения требуется ML/LLM инженер для участия в поэтапном развитии и внедрении инструментов машинного обучения и больших языковых моделей (LLM) в существующую экосистему корпоративных продуктов.\n Опыт и компетенции:\n Построение RAG-систем: Ingestion, Chunking, Embeddings, Hybrid Retrieval, Reranking, Evaluation. В перспективе - LoRA / QLoRA и Fine-Tuning.\n Работа с локальными LLM и оптимизация инференса.\n Практический опыт Document AI и OCR.\n Python, PyTorch, Hugging Face Transformers.\n PostgreSQL, pgvector или Qdrant.\n Понимание архитектуры AI-агентов, MCP-интеграций и Tool Calling.\n Docker, Linux, Git, CI/CD.\n Проектирование GPU-инфраструктуры с расчётом VRAM, KV-cache, RAM и требований к дисковой подсистеме.\n Оценка качества, производительности, стоимости и безопасности AI-решений.\n Понимание угроз Prompt Injection, Jailbreak и методов защиты AI-систем.\n Общие задачи и направления работы\n Участие в разработке и внедрении LLM-решений в production.\n Обработка и анализ массивов инженерно-технических данных:\n Техническая и проектная документация.\n BIM-модели и структурированные инженерные данные.\n Данные расчётных комплексов.\n Другие источники корпоративной информации.\n Участие в интеграции AI-решений с существующими корпоративными инструментами и продуктами.\n Тестирование, оценка качества и оптимизация разработанных AI-решений.\n Условия:\n График работы 5/2, с 08:00 до 17:00.\n Корпоративное медицинское обслуживание.\n Развозка по городу, 5 основных маршрутов.\n Современный фитнес-зал.\n Удобный современный офис в эко-зоне Алматы. Расположен в верхней части города, район Баганашыл, ул. 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