Senior Trading Behavior & Flow Risk Analyst

Job Description

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

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

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

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