Data Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Engineer (AI): Building and optimizing streaming data pipelines and feature stores for internal AI-powered agents with an accent on real-time inference and low-latency model serving. Focus on implementing streaming systems using RisingWave, Flink, or Kafka to reduce data latency from hours to seconds.
Location: Remote (Must be based in the United States)
Salary: $110.4K – $220.8K
Company
is one of the world's longest-standing crypto platforms, providing spot trading, margin, futures, and staking services to over 10 million users.
What you will do
- Own and evolve streaming data pipelines that power live inference and real-time model serving.
- Design and build high-reliability feature stores with low-latency serving for production ML models.
- Implement and maintain streaming systems using RisingWave, Apache Flink, or Kafka Streams.
- Collaborate with ML engineers and AI infra teams to define data contracts and pipeline SLAs.
- Transition existing batch pipelines to real-time processing to significantly reduce latency.
- Ensure data quality, observability, and auditability across all streaming and feature engineering systems.
Requirements
- 5+ years of experience in data engineering, with at least 2 years focused on production streaming systems.
- Hands-on experience with RisingWave, Apache Flink, Kafka Streams, or comparable frameworks.
- Strong understanding of feature store design, including online/offline consistency and point-in-time correctness.
- Experience building data pipelines that feed production ML models or inference systems.
- Proficiency in Python and/or Scala, and fluency in SQL.
- Must be based in the United States (indicated by US-specific benefits and location).
Nice to have
- Direct production experience with RisingWave.
- Exposure to inference pipeline architecture or model serving infrastructure.
- Experience with feature platforms.
- Domain experience in crypto or fintech.
Culture & Benefits
- Comprehensive US-only benefits including medical, dental, vision, and 401(k).
- Bonus and Equity programs.
- Wellness allowance.
- Opportunity to work in a fast-moving "0→1" engineering group.
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