{"id":3731196,"url":"https://alion.io/job/vodorod-mlops-specialist","title":"MLOps specialist","company":{"id":4428032,"name":"VADAROD","domain":"vadarod.by","url":"https://alion.io/company/vadarod","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":{"grade":"A","score":96,"open_postings":4,"ghost_share":0,"stale_share":0,"repost_share":0.25,"time_to_fill_p50_days":27,"computed_at":"2026-11-09T06:03:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":null,"work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Minsk, Belarus"],"countries":["BY"],"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":"Amazon S3","optional":false},{"name":"Bash","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"Feature Store","optional":false},{"name":"Grafana","optional":false},{"name":"Helm","optional":false},{"name":"Jenkins","optional":false},{"name":"Kubeflow","optional":false},{"name":"Kubernetes","optional":false},{"name":"Langfuse","optional":false},{"name":"Linux","optional":false},{"name":"llama.cpp","optional":false},{"name":"MinIO","optional":false},{"name":"MLFlow","optional":false},{"name":"Prometheus","optional":false},{"name":"Python","optional":false},{"name":"TGI","optional":false},{"name":"Triton","optional":false},{"name":"vLLM","optional":false}],"status":"live","first_seen_at":"2026-11-04T08:14:43Z","employer_posted_date":"2026-11-04","last_verified_at":"2026-11-09T13:20:38Z","board_verified":true,"closed_at":null,"days_open":5,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":5},"description":"VADAROD - IT компания, мы специализируемся на разработке и сопровождении программных продуктов в банковском и финансовом домене.\n Задачи:\n Мониторинг и надёжность\n Внедрение и поддержка в проме сбора технических метрик через Prometheus + Grafana.\n Отслеживание дрейфа данных (data drift) и дрейфа концепции (concept drift) с автоматическими алертами.\n Логирование запросов/ответов (ELK, Langfuse) для аудита и отладки.\n Настройка алертов на деградацию качества модели (включая бизнес-метрики).\n Автоматизация CI/CD для ML\n Построение пайплайнов сборки, тестирования и деплоя моделей (Jenkins).\n Оркестрация пайплайнов переобучения и передеплоя (Airflow, Kubeflow).\n Управление версиями данных и моделей (DVC, MLflow), трекинг экспериментов и артефактов.\n Инфраструктурная поддержка платформы\n Настройка и сопровождение GPU-кластеров, S3-совместимых хранилищ (артефакты, датасеты).\n Поддержка систем версионирования (MLflow, реестр моделей), обеспечение их отказоустойчивости и корректной работы (пример: настройка БД артефактов, устранение проблем с версиями).\n Сопровождение инференс-сервисов в условиях роста нагрузки (горизонтальное масштабирование, автоскейлинг).\n Взаимодействие с командами\n Обратная связь DS по инфраструктурным ограничениям (лимиты по latency, памяти, GPU).\n Участие в дизайне контрактов между ML-сервисами и бэкендом (SLA, форматы запросов/ответов).\n Трансляция требований бэкенда (надёжность, время ответа) в технические решения для DS.\n Мы ожидаем: контейнеризация/оркестрация: Docker, Kubernetes (поддержка кластеров, Helm);\n CI/CD: Jenkins (сборка, тесты, деплой моделей);\n оркестрация пайплайнов: Airflow или Kubeflow (настройка, поддержка);\n трекинг и реестр моделей: MLflow (администрирование, интеграция с S3/БД);\n мониторинг: Prometheus + Grafana + Langfuse, знание метрик дрейфа;\n инференс-серверы: опыт с vLLM, TGI, Triton, llama.cpp;\n Python (базовый уровень), Bash/Linux (администрирование);\n работа с S3-совместимыми хранилищами (MinIO, Ceph S3);\n понимание принципов Feature Store (как плюс, но обязательное знание концепции);\n знание метрик качества моделей и A/B-тестирования (для взаимодействия с DS);\n Мы предлагаем: комфортные, современные офисы в центре города с прекрасным видом;\n гибкое начало рабочего дня;\n гибридный формат работы;\n медицинская страховка с включенной стоматологией;\n курсы английского языка;\n возможность внешнего и внутреннего обучения, участие в семинарах и конференциях;\n отпуск 29 дней и материальный бонус к отпуску;\n техника для комфортной работы.\n *вакансия открыта в связи с перспективой потребности в работнике.","description_format":"text","description_chars":2587,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"Russian","level":"Advanced (C1)","optional":false},{"language":"English","level":"All levels","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Document Management","CRM Software","Scheduling & Booking Software"],"lifecycle":[{"event":"open","at":"2026-11-04T08:18:35Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":4,"expected_fill_days":27,"reasons":["conf:19","velocity","win:early"],"computed_at":"2026-11-09T06:03:00Z"},"pay":null,"html_url":"https://alion.io/job/vodorod-mlops-specialist","json_url":"https://alion.io/job/vodorod-mlops-specialist.json","meta":{"generated_at":"2026-11-09T14:17:58Z","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":19449,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-10T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":4428032},"rest":"https://alion.io/mcp/rest/get_company?id=4428032"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fvodorod-mlops-specialist"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fvodorod-mlops-specialist"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fvodorod-mlops-specialist"},{"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/vodorod-mlops-specialist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fvodorod-mlops-specialist"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3731196}},{"tool":"search_jobs","arguments":{"company":"vadarod.by","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3731196},"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. Docs: https://alion.io/developers"}}