Senior Trading Behavior & Flow Risk Analyst

Responsibilities

• Analyze large-scale trading behavior across tens of thousands of accounts and millions of trading events
• Build frameworks to evaluate long-term trader quality, consistency, and behavioral stability
• Develop participant scoring systems based on execution behavior, risk profile, and behavioral patterns
• Identify persistent signals related to execution quality, position management, and exposure concentration
• Detect behavioral deterioration, adverse selection, flow toxicity, and execution inefficiencies
• Design frameworks for participant segmentation, risk profiling, and flow classification
• Collaborate with engineering teams on automated decision systems and real-time risk infrastructure

Requirements

• 5+ years of experience in institutional trading, brokerage risk, market making, or quantitative research
• Strong understanding of market microstructure and participant behavior
• Experience working with large-scale client flow, execution systems, or liquidity infrastructure
• Strong Python and SQL skills
• Experience with statistical learning, time-series analysis, and behavioral analytics
• Deep intuition for probabilistic systems and statistical behavior at scale

Preferred Qualifications

• Background in proprietary trading firms, hedge funds, or electronic trading environments
• Experience with clustering and large-scale trader evaluation platforms

About the Company

Freedx is a newly established cryptocurrency exchange focused on building a scalable, compliant, and liquidity-driven trading platform. Our team brings deep experience across crypto exchanges, payments, market structure, and financial infrastructure. We focus on long-term retention and sustainable growth to ensure our platform serves serious traders and emerging markets effectively.