Senior Data Engineer - AI Infrastructure
Core
Building and operating production streaming data pipelines and feature stores to power live inference and real-time model serving for intelligent agents.
Role type
Senior Data Engineer (AI Infrastructure)
Builds
Streaming data pipelines, feature stores, and inference tooling for Kraken's AI platform.
Domain
Cryptocurrency / Fintech / AI Infrastructure
Deliverable
production ML models
Required skills
Streaming systems design, Feature store architecture, Python, Scala, SQL, Data quality frameworks, Pipeline observability
Preferred skills
RisingWave production experience, Inference pipeline architecture, Feature platforms, Crypto/fintech domain
Technologies
RisingWave, Apache Flink, Kafka Streams
Responsibilities
Own and evolve streaming data pipelines for live inference, Design and build feature stores for low-latency serving, Implement streaming systems using Flink/Kafka/RisingWave, Partner with ML engineers on data contracts and SLAs, Drive batch pipelines toward real-time execution, Ensure data quality and observability across streaming systems, Evaluate emerging streaming technologies and shape technical roadmap
Seniority
Senior, hands-on IC