About The Position

OKX is seeking a Model Risk Director focused on Fraud and AI to join its Model Risk Management function as a senior member of the second line of defense. The role provides independent oversight and effective challenge of fraud models used to detect, prevent, and manage fraud risk across OKX products and customer journeys. The portfolio may include supervised machine learning models, anomaly detection, graph and network analytics, rules-based or hybrid systems, and AI-enabled fraud applications. The Director will lead end-to-end validation of fraud models, covering conceptual soundness, data and implementation review, outcomes analysis, performance monitoring, and remediation follow-up. This is a hands-on builder role: the successful candidate will establish the fraud model validation capability from the ground up, personally execute validations, and help assess AI-enabled systems. The role partners with Fraud, Risk, Product, Data Science, Engineering, Compliance, and Audit teams while maintaining the independence of MRM. OKX is a crypto exchange and developer of OKX Wallet, serving millions of users and institutions. It is part of OKG, whose products include OKX, OKX Wallet, and OKLink. The company describes its culture as guided by the principles “We Before Me,” “Do the Right Thing,” and “Get Things Done.”

Requirements

  • Master’s or Ph.D. in a quantitative field such as Statistics, Mathematics, or Computer Science, or equivalent experience.
  • 10+ years of quantitative, fraud risk, or model risk experience.
  • Recognized track record as a hands-on technical expert who personally delivers independent validations of models and decision systems.
  • Excellent communication and judgment, including the ability to explain quantitative findings to senior audiences and constructively challenge model owners.
  • Practical experience with statistical and machine learning methods.
  • Proficiency in Python and SQL.
  • Working knowledge of SR 11-7 or equivalent model risk and AI governance frameworks.
  • Experience with AI/ML governance and controls, including explainability, fairness, robustness, ongoing monitoring, or generative and agentic AI applications in fraud operations.

Nice To Haves

  • Experience establishing validation frameworks, methodologies, or capabilities in settings where they did not previously exist.
  • Hands-on experience evaluating or building ML/LLM-based systems in production, including prompt engineering, evaluation harnesses, fine-tuning assessment, or agentic AI workflows.
  • Ability to run red-team-style testing on AI applications.

Responsibilities

  • Establish and own the independent validation framework for fraud models and AI-enabled decision systems across OKX products, covering conceptual soundness, data quality, implementation, and outcomes analysis in line with SR 26-2 and equivalent model risk frameworks.
  • Assess model conceptual soundness, intended use, assumptions, and limitations.
  • Personally execute end-to-end model validations as the technical expert, including independently reproducing results through hands-on data analysis and code review.
  • Assess AI/ML and generative AI applications, including LLM-based and agentic systems, for robustness, reliability, explainability, and appropriate human oversight.
  • Perform ongoing monitoring reviews and periodic revalidation to ensure sustained model performance as fraud patterns and business conditions change.
  • Provide effective challenge to model owners; communicate conclusions, limitations, and risk ratings clearly to senior management and governance forums; and track remediation through closure.
  • Build and continuously mature fraud model validation capability, standards, and workflows within MRM.
  • Partner with Fraud, Risk, Product, Data Science, Engineering, Compliance, and Audit teams while maintaining MRM independence.

Benefits

  • Competitive total compensation package.
  • Various team-building programs and company events.
  • Wellness and meal allowances.
  • Comprehensive healthcare schemes for employees and dependants.
  • A performance bonus and long-term incentives may be provided as part of the compensation package.
  • A full range of medical, financial, and/or other benefits may be provided, dependent on the position offered.
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