Senior Data Engineer - Agents Systems
Core
Building internal AI-powered agents that interact directly with company systems to increase internal speed of execution through automation, intelligent inference, and workflow orchestration.
Role type
Senior Data Engineer (Streaming & Feature Stores)
Builds
Streaming data pipelines, feature stores, and inference pipeline tooling for Kraken's AI infrastructure.
Domain
Fintech / Crypto / 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 or Kafka; Partner with ML engineers to define data contracts; Drive pipelines toward real-time execution; Ensure data quality and auditability; Evaluate emerging streaming technologies.
Seniority
Senior, hands-on IC