Senior Data Engineer - AI Infrastructure
Core
Build and operate production streaming data pipelines and feature stores to power low-latency model inference and real-time serving for intelligent agents.
Role type
Senior IC data engineer (AI infrastructure & streaming)
Builds
Streaming data pipelines, feature stores, and inference serving systems for Kraken's AI platform
Domain
Fintech / Crypto / AI Infrastructure
Deliverable
production ML models
Required skills
streaming data engineering, feature store design, stream processing frameworks, Python, SQL, data quality, pipeline observability
Preferred skills
RisingWave, inference pipeline architecture, model serving infrastructure, 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 and maintain streaming systems; Partner with ML engineers to define data contracts and SLAs; Drive batch pipelines toward real-time execution; Ensure data quality and observability; Evaluate emerging streaming technologies
Seniority
Senior, hands-on IC