Руководитель группы, Feature Flow в AI VK

VK • Russian: C1 • Gaming • Media & Entertainment • Java • 1 day ago
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Salary
≈ $35k – $69k per year (Estimated)
Location
Remote/Hybrid (Moscow, Russia)
Seniority
Architect · 5+ years exp
Employment
Full-Time
Overview
Company
Impact
Profile match

VK

VK is a Russian internet group built around VKontakte, the social network launched in 2006 that became the most used site in the country. The group also owns Odnoklassniki, the Mail.ru email and portal services, the VK Video platform, the VK Play games store and the RuStore application marketplace created after Western app stores withdrew from Russia. Headquartered in Moscow with a large engineering presence in Saint Petersburg where the network was founded, it also runs a cloud division, an advertising platform and the Marusia voice assistant, making it the closest thing the Russian market has to a full consumer internet stack.
vk.com • HQ: Moscow, Russia • Cloud Computing • Advertising • Gaming • Media & Entertainment • Internet Services • Online Communication • Online Forums & Communities • 201-500 employees • Est. 2006

В рекомендациях, поиске и рекламе ключевую роль играют эмбеддинги - векторные представления контента. Их нужно считать в поточном режиме для всех новых объектов (видео, изображений, постов, рекламных объявлений) и быстро доставить в систему ранжирования Discovery Runtime.

Feature Flow предоставляет ML-командам возможность самостоятельно управлять графами поточного обогащения данных и расчёта моделей. Платформа реализует материализацию таких графов в пайплайны стриминговой обработки данных, используя фреймворк Stream Flow. Результаты расчётов записываются в распределённое хранилище YTSaurus.

Наша команда пишет на Java 21, использует Spring Boot, YTSaurus, Postgres, Gradle, GitLab CI, Grafana и множество внутренних инструментов.

Задачи

  • Улучшение UX, снижение TTM
  • Интеграция новых сценариев
  • Оптимизация ресурсов
  • Обеспечение надёжности
  • Миграция пайплайнов из неплатформенных решений

Требования

  • Опыт разработки на Java от пяти лет
  • Опыт в проектировании отказоустойчивых сервисов
  • Уже управляли командой разработки из 5+ человек
  • Желание быстро осваивать новые технологии и подходы
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