Senior Data Engineer - Agents Systems
Core
Building internal AI-powered agents that interact directly with company systems to increase execution speed through automation, intelligent inference, and workflow orchestration.
Role type
Senior Data Engineer (Streaming & Feature Stores)
Builds
Streaming data pipelines, feature stores, and real-time model serving infrastructure for Kraken's AI systems.
Domain
Fintech / Crypto / AI Infrastructure
Deliverable
production ML models
Required skills
Streaming systems design, Feature store architecture, Python, SQL, Data pipeline construction, System observability
Preferred skills
RisingWave, Inference pipeline architecture, Model serving infrastructure, Crypto/fintech domain experience
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; Partner with ML engineers to define data contracts and pipeline SLAs; Drive batch pipelines toward real-time execution; Ensure data quality and auditability across streaming systems; Evaluate emerging streaming technologies.
Seniority
Senior, hands-on IC