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Описание вакансии
Текст:
TL;DR
Principal Data Engineer (Economy) (Real-Time and Batch Data Systems): Architecting and deploying high-scale data systems for personalization, search, and recommendations across Roblox Marketplace, Developer Monetization, and Payments with an accent on streaming and batch feature pipelines, logging schemas, and feature serving. Focus on designing reliable data infrastructure, reducing technical debt in datasets and pipelines, and mentoring engineers on schema design, experimentation data, and machine learning infrastructure.
Location: United States; office-based roles are onsite Tuesday, Wednesday, and Thursday, with optional presence on Monday and Friday.
Company
Roblox builds a platform and tools for creating and experiencing 3D immersive digital worlds.
What you will do
- Lead data engineering standards for batch and streaming feature pipelines, table design, observability, and documentation across Economy ML.
- Architect, build, and deploy reliable real-time and batch data systems for search, personalization, and content recommendations.
- Design event taxonomies, logging interfaces, and real-time feature-serving systems across Marketplace, Developer Monetization, and Payments.
- Partner with Product, Data Science, and ML Engineering to prioritize data initiatives, support business goals, and reduce technical debt.
- Mentor data engineering and ML engineers on schema design, client logging, experimentation data, and feature pipelines.
Requirements
- 8+ years of experience as a product-focused data systems engineer.
- Experience designing efficient logging schemas and optimizing data processing pipelines.
- Experience with real-time stream processing and batch processing using technologies such as Flink, Spark, Kafka, or Druid.
- Familiarity with feature stores and machine learning infrastructure.
- Technical leadership experience, strong analytical skills, and the ability to solve complex, ambiguous problems.
- For US-based roles, certain US visa categories may not be eligible, and future H-1B sponsorship may not be supported.
Culture & Benefits
- Work on virtual item recommendations, Robux pricing, page layout, avatar generation, and other economy products.
- Build on Roblox’s ML Platform and Data Infrastructure.
- Contribute to retention, engagement, monetization, and creator success.
- Work in a flexible pod model focused on strategic initiatives rather than rigid silos.
- Full-time employees are eligible for equity compensation and benefits.
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