Humbility is an algorithmic cryptocurrency trading firm operating across DeFi and CeFi on multiple chains and exchanges. We build low-latency, market-neutral arbitrage systems in a highly competitive environment.

Our team of 50+ Software Engineers and Data Analysts thrives on solving mathematical and logical challenges at the cutting edge. As a private capital company without external clients, we have the freedom to take calculated risks, invest in emerging technologies, and pursue ambitious technical directions that client-facing organizations cannot.

Better data leads to better trading decisions. Our data engineering team builds and operates the platform that powers strategy research and ML model training—at near-petabyte scale and growing. We are expanding the team to keep raising the bar.

In this position, you will:

• Build data pipelines that ingest, transform, and serve large volumes of trading and market data across multiple exchanges
• Define and evolve data models and improve how data is delivered for strategies and ML models
• Optimize underlying systems—ClickHouse, Spark, and storage layers—for performance and reliability
• Work with strategy teams to understand data needs, improve data quality, and deliver impactful datasets
• Identify gaps in data collection and usage across teams, and drive improvements