Principal Business Risk Control

Build end-to-end fund security risk control strategies across Bybit’s business lines, including real-time layered decision rules using device fingerprints, behavioral time-series, transaction chains, and network features. Leverage Hive-based transaction data with SQL and Python to mine risk cases, quantify loss, evaluate experiments, and monitor key loss/interception/false-positive metrics. Design gray-release and A/B testing, respond to major loss incidents, and partner with cross-functional teams to integrate ML and scale risk control dashboards and feature platforms.