Senior Model Risk Quant Manager (FinCrime AML)
Quick Summary
Lead independent quantitative validation of FinCrime, AML, AI/ML, and Generative AI models across OKX. Perform conceptual soundness and data integrity reviews — assess model theory, methodology,
Master's or Ph.D. in Quantitative Finance, Statistics, Mathematics, Econometrics, Computer Science, or another quantitative field — or equivalent depth of professional experience.
Responsibilities
~1 min read- →
Lead independent quantitative validation of FinCrime, AML, AI/ML, and Generative AI models across OKX.
- →
Perform conceptual soundness and data integrity reviews — assess model theory, methodology, assumptions, data quality, lineage, and applicability to crypto-specific risk typologies.
- →
Perform quantitative model performance testing — back-testing, sensitivity analysis, threshold tuning, drift detection, and outcomes analysis — with additional fairness, explainability, and adversarial robustness assessments for AI/ML models.
- →
Apply effective challenge to 1LOD model owners and developers; document validation findings, model limitations, and required remediations.
- →
Author validation reports suitable for governance committees and regulatory inspections.
- →
Track validation findings through remediation closure; participate in annual and triggered revalidation cycles; contribute to and maintain the enterprise Model Inventory (entry, classification, materiality assessment).
- →
Ensure validations meet OKX's Global Model Risk Policy and applicable global regulatory obligations — including AI governance frameworks where ML/AI components apply.
- →
Contribute to the build-out of validation playbooks, model inventory standards (including AI/ML risk tiering), and operational frameworks — including OKX's AI Governance framework — under the direction of the Global Head of MRM.
- →
Partner with model developers / owners, Compliance, Tech, Internal Audit, and Legal — while preserving organizational independence from model development.
Requirements
~1 min read-
Master's or Ph.D. in Quantitative Finance, Statistics, Mathematics, Econometrics, Computer Science, or another quantitative field — or equivalent depth of professional experience.
-
8+ years of relevant quantitative experience, of which at least 3 years in independent model validation (2LOD) at a financial institution, fintech, or crypto firm.
-
Demonstrated experience validating risk models — such as credit, market, FinCrime, fraud, or AML.
-
Hands-on experience validating statistical, machine learning, AI/ML, and Generative AI models — hypothesis testing, performance benchmarking, fairness testing, drift detection, explainability, and adversarial robustness.
-
Working knowledge of MRM and AI governance frameworks — SR 11-7 / SR 26-2, EU AI Act, US Treasury FS AI RMF, NIST AI RMF, or equivalent.
-
Strong programming proficiency in Python, SQL, and R.
-
Experience with cloud / big-data platforms — BigQuery, Snowflake, Databricks, Hadoop/Hive, MaxCompute, or equivalent.
-
Excellent written and verbal communication — capable of authoring formal validation reports and presenting findings to senior risk committees, regulators, and external auditors.
Requirements
~1 min read-
Experience working with crypto exchanges, DeFi platforms, or blockchain analytics firms.
-
Hands-on experience with AML / FinCrime model validation techniques.
-
Hands-on experience with on-chain analytics tooling — Chainalysis, TRM Labs, Elliptic, or equivalent. Experience validating crypto-native risk models.
-
Professional certifications: CFA, FRM, CAMS, CCAS (one or more).
-
Familiarity with smart contract risk analysis, DeFi protocol risk, and stablecoin flows.
-
Experience with Generative AI / Agentic AI model validation under emerging US Treasury FS AI RMF and NIST AI RMF guidance.
-
Reports to: Global Head of Model Risk Management.
-
Location: Singapore or Hong Kong.
-
Travel: occasional, primarily to OKX hub offices.
Location & Eligibility
Listing Details
- Posted
- April 30, 2026
- First seen
- April 30, 2026
- Last seen
- May 5, 2026
Posting Health
- Days active
- 5
- Repost count
- 0
- Trust Level
- 45%
- Scored at
- May 5, 2026
Signal breakdown

OKX is a global cryptocurrency exchange and Web3 technology company, offering trading, wallet services, and access to decentralized finance. Founded in 2017, it serves millions of users in over 100 countries.
View company profilePlease let Okx know you found this job on Jobera.
4 other jobs at Okx
View all →Explore open roles at Okx.
Browse Similar Jobs
Stay ahead of the market
Get the latest job openings, salary trends, and hiring insights delivered to your inbox every week.
No spam. Unsubscribe at any time.