{"id":2443733,"url":"https://alion.io/job/agile-soft-ml-engineer-senior","title":"ML Engineer (Senior)","company":{"id":4428546,"name":"AgileSoft.kz","domain":"agilesoft.kz","url":"https://alion.io/company/agilesoft-3","size_band":null,"is_staffing_agency":false,"employer_type":"staffing","is_intermediary":false,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"contractor","work_mode":"remote","remote_scope":"stated_regions","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Almaty, Kazakhstan"],"countries":["KZ"],"hiring_countries":["RU","BY","KZ","KG","AM"],"hiring_countries_total":5,"salary":null,"salary_estimate":{"min_usd":22000,"max_usd":56000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":1986},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"CatBoost","optional":false},{"name":"Computer Vision","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LightGBM","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"NLP","optional":false},{"name":"OCR","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"XGBoost","optional":false},{"name":"Claude Code","optional":true},{"name":"Cursor","optional":true},{"name":"vLLM","optional":true}],"status":"live","first_seen_at":"2026-10-01T16:53:12Z","employer_posted_date":"2026-10-01","last_verified_at":"2026-10-13T17:40:08Z","board_verified":true,"closed_at":null,"days_open":12,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":12},"description":"На проект 2-3 месяца требуется ML Engineer (Senior)\n Обязанности:\n - Проектирование и разработка production-ready ML, LLM, NLP и Computer Vision решений для автоматизации бизнес-процессов.\n - Разработка моделей и пайплайнов для анализа документов и изображений, включая распознавание, классификацию и извлечение структурированных данных.\n - Создание RAG-систем, AI-агентов и решений на базе локальных и облачных LLM.\n - Разработка, обучение и оптимизация ML-моделей под задачи проекта, включая выбор архитектуры, функций потерь и стратегии валидации.\n - Определение метрик качества, проведение экспериментов, валидации и анализа ошибок моделей.\n - Оптимизация качества, скорости инференса, стоимости и потребления вычислительных ресурсов.\n - Подготовка моделей к промышленной эксплуатации, мониторинг качества и организация переобучения.\n Требования:\n - От 3 лет коммерческого опыта в Machine Learning.\n - Опыт создания и внедрения production ML, LLM, NLP или Computer Vision систем.\n - Уверенное владение Python и опыт работы с PyTorch, Scikit-learn, CatBoost, LightGBM или XGBoost.\n - Понимание метрик качества, методов валидации, анализа ошибок и оценки стабильности моделей.\n - Опыт разработки LLM-приложений, RAG-систем и AI-агентов с использованием LangChain, LangGraph или аналогичных инструментов.\n - Опыт проектирования retrieval-пайплайнов для RAG-систем и работы с векторными базами данных.\n - Опыт решения задач OCR, анализа документов, изображений или разработки мультимодальных систем.\n - Опыт оптимизации и сопровождения моделей в production.\n Желательно:\n - Знакомство с agentic tooling: Claude Code, Cursor или аналогичными инструментами.\n - Понимание методов оптимизации локального инференса: квантизации, батчинга и управления вычислительными ресурсами.\n - Опыт разработки решений для генерации текстового или мультимодального контента.\n - Опыт развертывания и оптимизации локальных LLM с использованием vLLM или аналогичных решений.","description_format":"text","description_chars":1952,"description_truncated":false,"requirements":{"experience_years_min":3,"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":"region"},{"name":"Belarus","iso":"BY","kind":"region"},{"name":"Kazakhstan","iso":"KZ","kind":"country"},{"name":"Kyrgyzstan","iso":"KG","kind":"region"},{"name":"Armenia","iso":"AM","kind":"region"}],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-13T12:53:17Z"}],"visa":[],"liveness":{"score":68,"band":"ok","label":"Likely open","p_open":1,"p_active":0.755,"p_room":0.9,"age_days":12,"expected_fill_days":29,"reasons":["conf:12","win:mid"],"computed_at":"2026-10-14T06:34:16Z"},"pay":null,"html_url":"https://alion.io/job/agile-soft-ml-engineer-senior","json_url":"https://alion.io/job/agile-soft-ml-engineer-senior.json","meta":{"generated_at":"2026-10-14T11:04:08Z","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":"assistant_verified","counted_by":"address","units_charged":1,"used_today":1980,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-15T00:00:00Z"}},"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":4428546},"rest":"https://alion.io/mcp/rest/get_company?id=4428546"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fagile-soft-ml-engineer-senior"},{"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%2Fagile-soft-ml-engineer-senior"},{"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%2Fagile-soft-ml-engineer-senior"},{"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/agile-soft-ml-engineer-senior\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fagile-soft-ml-engineer-senior"}]}