Full-time
AI Risk Control Algorithm Engineer
Posted by OX Human Resources Consultancies • Kuala Lumpur, Kuala Lumpur, Malaysia
About the Role
Key Responsibilities:
Risk Control Model Development: Build user behavior models for forex trading scenarios, including classification models (to distinguish normal traders vs. exploit/arbitrage abusers) and anomaly detection models.
Multi-dimensional Feature Engineering: Deeply mine massive transaction data and nonlinearly fuse real-time K-line trends, market volatility, and other environmental features with user trading behavior to construct a high-dimensional feature repository.
Order Routing Optimization: Use machine learning or reinforcement learning (RL) algorithms to optimize order routing decisions (A-Book external hedging vs. B-Book internalization) for users with different risk levels, maximizing platform profitability.
Real-time Inference Deployment: Collaborate with engineering teams to deploy models in low-latency trading environments, ensuring millisecond-level order processing latency.
Strategy Iteration & Evaluation: Continuously monitor online model perf...
Risk Control Model Development: Build user behavior models for forex trading scenarios, including classification models (to distinguish normal traders vs. exploit/arbitrage abusers) and anomaly detection models.
Multi-dimensional Feature Engineering: Deeply mine massive transaction data and nonlinearly fuse real-time K-line trends, market volatility, and other environmental features with user trading behavior to construct a high-dimensional feature repository.
Order Routing Optimization: Use machine learning or reinforcement learning (RL) algorithms to optimize order routing decisions (A-Book external hedging vs. B-Book internalization) for users with different risk levels, maximizing platform profitability.
Real-time Inference Deployment: Collaborate with engineering teams to deploy models in low-latency trading environments, ensuring millisecond-level order processing latency.
Strategy Iteration & Evaluation: Continuously monitor online model perf...
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