Head of Modeling and Model Validation Center- Ha Noi
Mô tả công việc
Job description
- Strategic Leadership & Governance:
Define and execute VPBank's modeling, model validation and risk analytics strategy in alignment with the Bank's strategic priorities, AI-enabled risk transformation agenda and Basel roadmap.
Establish and maintain the Group Model Risk Management Framework and enterprise-wide model lifecycle governance, including model inventory, model risk classification, model risk assessment, tiering, approval, implementation, monitoring, change control, retirement and consolidated model risk reporting.
Represent RMD in model governance committees and engagements with SBV, auditors and other relevant stakeholders.
Ensure alignment of modeling, validation and risk analytics capabilities across VPBank and subsidiaries, with clear ownership and accountability.
- Oversight of Model Development Department:
Provide strategic direction for the development, enhancement, implementation and monitoring of risk, regulatory and business models across VPBank Group.
Oversee credit risk models, including application, behavioral, collection, attrition, cross-sell, propensity and early-warning models; Basel II/III/IV, IFRS 9, stress testing, capital and portfolio analytics models; and advanced AI/ML, fraud analytics and alternative-data models.
Establish modern development methodologies, coding and documentation standards, reusable assets and common feature libraries.
Drive industrialized model development and deployment through MLOps, automated pipelines, CI/CD, controlled retraining and performance monitoring, in coordination with Business, IT and EDA.
- Oversight of Model Validation Department
Ensure independent, risk-based and timely validation of all material models across VPBank Group in accordance with the Model Validation Framework.
Approve the annual validation plan and oversee validation of credit, market, liquidity, operational, regulatory and business models.
Establish validation standards for AI/ML models, including explainability, stability, data integrity, bias and fairness where applicable, implementation accuracy and ongoing monitoring.
Ensure effective challenge of model methodology, assumptions, data, implementation and performance; track findings and remediation to closure; and provide enterprise-wide reporting on model inventory, model risk classification, risk assessments, lifecycle status and material model-risk exposures.
Embed model-risk controls into MLOps, including end-to-end lineage, versioning, dev-to-production consistency, tiered change control, retraining guardrails and continuous evidence for audit and review.
Job Requirements
- Educational Qualifications:
Master's degree or higher in Statistics, Mathematics, Quantitative Finance, Economics, Data Science, Computer Science or a related discipline.
Professional certification such as FRM, CFA, PRM, PMP or an equivalent qualification is preferred.
- Relevant Knowledge/ Expertise:
Deep expertise in credit risk modeling, independent validation and model risk management.
Strong knowledge of Basel II/III, IRB, IFRS 9, stress testing, capital adequacy and portfolio analytics.
Strong understanding of AI/ML governance, explainability, model monitoring, risk data architecture and MLOps.
Knowledge of advanced analytics applications in early warning, fraud, collections and credit decisioning; familiarity with modern analytics platforms and alternative data.
- Skills:
Strong strategic leadership, stakeholder management and influencing skills.
Advanced quantitative, analytical, problem-solving and executive communication skills.
Working knowledge of SAS, SQL, Python or R, modern data platforms, model deployment and system integration.
- Relevant Experience:
At least 12 years of relevant experience in banking risk management, analytics, model development or model validation, including at least 5 years in a senior leadership role.
Proven experience leading large-scale risk analytics, model risk or data/technology transformation programs.
Demonstrated experience engaging regulators, auditors, executive management and cross-functional stakeholders.
- Required Competencies:
Strategic thinking and vision alignment.
Leadership, talent development and succession building.
Analytical rigor, sound judgment and decision-making.
Independence, integrity and professional ethics.
Innovation mindset, collaboration and continuous improvement orientation.
Benefits
Competitive salary and bonus package
Staff loan with special interest rates
Training courses based on the job, Training framework/Learning RoadMap for each position
Insurance in accordance with Labor laws + VPBank Care insurance for all employees. (insurance covered for family members for entitled employees);
Annual leave (varied based on job grade)
Travel allowance
A dynamic and friendly working environment, full of great opportunities to develop your career and abundant interesting activities to join (Sports competitions, talent contests, teambuilding…)
Working time: from Monday to Friday & 2 Saturday mornings/month.
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