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The Risk Analytics, Modeling and Validation role involves the development, enhancement, and validation of methods for measuring and analyzing all types of risks, including market, credit, and operational. In areas related to credit risk, individuals in this role develop, enhance, and validate models for measuring obligor credit risk, or early warning tools that monitor the credit risk of corporate or consumer customers, besides being involved in Loss Given Default studies. They also develop and maintain key risk parameters like default and rating migration data, usage given default data and transition matrices. This role is vital to the company as it provides a scientific and systematic approach to assessing and mitigating risks, thereby ensuring the company's financial stability, protecting its assets, and supporting its overall business strategy. This position is part of the Artificial Intelligence (AI) Review Team within Citi’s Model Risk Management (MRM) organization. This position will perform independent review and effective challenge of all lifecycle activities of Generative AI and Unsupervised Learning models used in Citi.
Job Responsibility:
Perform model validations, annual model reviews, ongoing monitoring reviews (on Low and Medium Model Risk Rating (MRR) models) and model limitation remediation reviews for one or more model / product type (e.g., precious metals models) under the supervision of a Validation Lead (VL)
Provide effective challenge to the model development process on Low / Medium MRR models in the specific model / product type, in accordance with the Citi Model Risk Management Policy
Evaluating testing approach and results for individual models in accordance with MRM guidance
Assessing the ongoing performance monitoring of the models
Contributing to regulatory and internal audit related responses
Collaborating with other teams within Risk and the Business regarding qualitative models to facilitate compliance with our policies, procedures, and guidance
Assisting with preparing the reports and other meeting materials to MRM senior management
Supporting the process of designing, developing, delivering, and maintaining best-in-class qualitative model validation process standards, guidance, practices, templates, and other documentation
Requirements:
5-8 years of experience
Experience in Quantitative Finance, Risk management, Analytics, Model Development or Model Validation is preferred
Excellent partnership and teamwork skills
Ability to formulate findings clearly and concisely in a written form and good verbal communication skills
Good analytic, creative thinking, and problem-solving abilities
Adept and meticulous at analysis and documentation of results
Ability to multi-task, work well under pressure, and deliver results under tight deadlines
Programming skills in languages like Python, MATLAB, C/C++/C#, VBA or other coding language as need
Knowledge of financial markets and products
Practical experience of using Generative AI models (e.g., ChatGPT, Gemini, Claude etc.)
In-depth technical knowledge of common AI and Machine Learning (ML) techniques and strong understanding of risks associated with AI/ML and corresponding mitigants
Qualitative or quantitative model risk management experience is a plus
Extensive experience in data analysis and interpretation and technical writing
Strong technical skills such as solid knowledge of time series analysis, statistics and econometrics
Strong analytical skills
Excellent communication and diplomacy skills
Ability to evaluate complex and variable issues
Ability to influence decisions and provide expert advice
Strong problem-solving skills
Ability to work effectively in a team and independently
Project management skills, with the ability to manage multiple tasks and deadlines
Proficiency in data analysis and interpretation
Ability to identify inconsistencies in data or results and define business issues
Ability to formulate recommendations on policies, procedures, or practices
Attention to detail and the ability to make informed judgments based on information
Bachelor's degree plus 5-8 years of experience
or Master’s degree plus 3-6 years of experience
or Ph.D. degree plus 0-3 years of experience
Advanced degree preferred
Nice to have:
Qualitative or quantitative model risk management experience is a plus
What we offer:
medical, dental & vision coverage
401(k)
life, accident, and disability insurance
wellness programs
paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays
discretionary and formulaic incentive and retention awards
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