{"id":2078766,"url":"https://alion.io/job/fortebank-middle-senior-devops-engineer","title":"Middle-Senior DevOps Engineer","company":{"id":47939,"name":"ForteBank","domain":"forte.kz","url":"https://alion.io/company/fortebank","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":{"grade":"A","score":87,"open_postings":5,"ghost_share":0.2,"stale_share":0,"repost_share":0.4,"time_to_fill_p50_days":14,"computed_at":"2026-10-10T05:45:15Z"}},"role":"DevOps","role_family":"DevOps","seniority":"senior","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":null,"salary_estimate":{"min_usd":18000,"max_usd":46000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":2444},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"containerd","optional":false},{"name":"CUDA","optional":false},{"name":"CUDA Toolkit","optional":false},{"name":"Debian","optional":false},{"name":"Docker","optional":false},{"name":"Kubernetes","optional":false},{"name":"Linux","optional":false},{"name":"Ubuntu","optional":false},{"name":"Alertmanager","optional":true},{"name":"Amazon S3","optional":true},{"name":"Ansible","optional":true},{"name":"ArgoCD","optional":true},{"name":"Bash","optional":true},{"name":"Calico","optional":true},{"name":"Cilium","optional":true},{"name":"DNS","optional":true},{"name":"Envoy","optional":true},{"name":"Gateway API","optional":true},{"name":"Git","optional":true},{"name":"GitOps","optional":true},{"name":"Grafana","optional":true},{"name":"Helm","optional":true},{"name":"InfiniBand","optional":true},{"name":"Kustomize","optional":true},{"name":"KVM","optional":true},{"name":"LDAP","optional":true},{"name":"Loki","optional":true},{"name":"MinIO","optional":true},{"name":"Nginx","optional":true},{"name":"NVLink","optional":true},{"name":"Prometheus","optional":true},{"name":"Proxmox VE","optional":true},{"name":"Python","optional":true},{"name":"Sealed Secrets","optional":true},{"name":"SLI/SLO/SLA","optional":true},{"name":"TCP/IP","optional":true},{"name":"Terraform","optional":true},{"name":"VMWare","optional":true}],"status":"live","first_seen_at":"2026-10-08T09:02:44Z","employer_posted_date":"2026-10-08","last_verified_at":"2026-10-10T06:24:38Z","board_verified":true,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":2},"description":"Обязанности:\n Установка, настройка и поддержка GPU-серверов и Kubernetes-кластеров под AI-нагрузки.\n Деплой и сопровождение сервисов инференса моделей (API-шлюзы, балансировка, TLS).\n Мониторинг доступности и производительности; реагирование на инциденты 24/7.\n Управление ресурсами: квоты, шедулинг GPU, планирование мощностей.\n Обновление драйверов, CUDA, ОС и компонентов кластера без простоя сервисов.\n Настройка и контроль резервного копирования, план DR.\n Документирование конфигураций, runbook'и для типовых инцидентов.\n Взаимодействие с ML-командой: помощь с окружениями, доступами, диагностикой проблем производительности.\n Требования:\n Операционные системы и виртуализация\n Уверенное администрирование Linux (Ubuntu/Debian, RHEL/Rocky): systemd, сети, планирование ресурсов, диагностика производительности (perf, htop, iostat, dmesg).\n Опыт работы с виртуализацией и контейнеризацией: Docker, containerd, желательно KVM/Proxmox/VMware. Kubernetes и оркестрация\n Практический опыт эксплуатации Kubernetes в production: деплой, отладка, RBAC, NetworkPolicy, Ingress/Gateway API.\n Понимание апстрим-сетевого стека: CNI (Calico/Cilium), LB, e - опыт с Envoy Gateway/NGINX Ingress как плюс. Helm, Kustomize; GitOps-подходы (ArgoCD/Flux) - желательно.\n GPU-инфраструктура (ключевой блок)\n Опыт администрирования серверов с NVIDIA GPU: установка драйверов, CUDA toolkit, NVIDIA Container Toolkit, диагностика (nvidia-smi, dcgm).\n Понимание механизмов распределения GPU в Kubernetes: device plugin, MIG, time-slicing, GPU Operator.\n Знание особенностей GPU-нагрузок: память VRAM, NVLink, RDMA/InfiniBand (для multi-node обучения) - как плюс.\n Сети и хранение\n Основы сетей: TCP/IP, DNS, TLS, балансировка, firewall.\n Опыт с системами хранения: NFS, Ceph/Longhorn/local-path, S3-совместимые хранилища (MinIO).\n Понимание требований ML-нагрузок к дискам и сети (пропускная способность при загрузке моделей и датасетов).\n Автоматизация и IaC\n Скриптинг: Bash, Python на уровне автоматизации рутинных задач. Infrastructure as Code: Ansible и/или Terraform.\n Опыт работы с Git.\n Мониторинг и надёжность\n Стек наблюдаемости: Prometheus + Grafana (включая GPU-метрики DCGM Exporter), логирование (Loki/ELK), алертинг (Alertmanager).\n Понимание SLO/SLA, практика работы с инцидентами, резервное копирование и восстановление.\n Информационная безопасность\n Базовый харденинг ОС, управление доступом (SSH-ключи, sudo, LDAP/SSO), secrets management (Vault, Sealed Secrets и аналоги).\n Обновление ПО и управление уязвимостями.\n Став частью команды Forte, ты получишь:\n Конкурентную заработную плату и бонусы за персональную эффективность;\n График работы 5/2 с 9:00-18:00 в комфортном офисе;\n Жизнь внутри компании с ее корпоративными мероприятиями: тимбилдинги, челленджи, спортивные турниры, благотворительные акции;\n Заботу о здоровье с медицинским страхованием, а также DayOff в честь дня рождения и за выслугу лет;\n Выгодную рассрочку в крупные фитнес-клубы;\n Доступ к корпоративной библиотеке для непрерывного обучения и саморазвития.","description_format":"text","description_chars":3028,"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}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Financial Services","Commercial & Retail Banks"],"lifecycle":[{"event":"open","at":"2026-10-08T09:05:10Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":1,"expected_fill_days":14,"reasons":["conf:24","velocity","win:early"],"computed_at":"2026-10-10T05:45:15Z"},"pay":null,"html_url":"https://alion.io/job/fortebank-middle-senior-devops-engineer","json_url":"https://alion.io/job/fortebank-middle-senior-devops-engineer.json","meta":{"generated_at":"2026-10-11T01:46:09Z","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","counted_by":"address","units_charged":1,"used_today":2604,"day_limit":5000,"remaining_today":2396,"minute_limit":60,"resets_at":"2026-10-12T00:00:00Z"}},"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":47939},"rest":"https://alion.io/mcp/rest/get_company?id=47939"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ffortebank-middle-senior-devops-engineer"},{"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%2Ffortebank-middle-senior-devops-engineer"},{"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%2Ffortebank-middle-senior-devops-engineer"},{"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/fortebank-middle-senior-devops-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ffortebank-middle-senior-devops-engineer"}]}