Senior Data Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Engineer (AI): Building and evolving streaming data pipelines and feature stores for production ML models with an accent on real-time inference and low-latency data serving. Focus on designing scalable streaming systems using Flink or Kafka Streams, ensuring data quality, and partnering with AI infra teams to optimize model performance.
Location: Must be based in one of the following countries: UK, Argentina, Brazil, Bulgaria, Canada, Chile, Colombia, Cyprus, Czech Republic, Hungary, Ireland, Lithuania, Mexico, Peru, Poland, Portugal, Romania, South Africa, Spain, Sweden, Switzerland, or UAE.
Company
is a leading global crypto platform founded in 2011, providing financial infrastructure and trading services to over 10 million users worldwide.
What you will do
- Own and evolve streaming data pipelines powering live inference and real-time model serving.
- Design and build feature stores that serve low-latency, high-reliability features to production ML models.
- Implement and maintain streaming systems using RisingWave, Apache Flink, or Kafka Streams.
- Partner with ML engineers to define data contracts, feature schemas, and pipeline SLAs.
- Drive the transition of batch pipelines to real-time to reduce latency from hours to seconds.
- Evaluate emerging streaming technologies and contribute to the team's technical roadmap.
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 low-latency serving.
- Proficiency in Python and/or Scala, with SQL fluency.
- Experience building data pipelines that feed production ML models or inference systems.
- Must be located in one of the approved countries listed in the location section.
Nice to have
- Direct experience with RisingWave in production.
- Exposure to inference pipeline architecture or model serving infrastructure.
- Experience with feature platforms.
- Crypto or fintech domain experience.
Culture & Benefits
- Work in a globally distributed, diverse team environment.
- Opportunity to work on high-scale financial infrastructure and intelligent agent platforms.
- Commitment to merit-based hiring and professional growth.
- Support for continuous learning and technical innovation.
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