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Citibank, N.A. seeks a Model/Analysis/Validation Officer for its Irving, TX location.

Duties: Perform a variety of object validation project requests and provide technical review of non-model objects developed with advanced machine learning and artificial intelligence methodologies. Perform the technical review process including the analysis and identification of an AI/ML object and distinguish such objects from a model. Perform research of the methodology and algorithm used for an object, while collecting the input and output of an object to assess the soundness of the object’s methodology. Scrutinize the performance testing results of the object and evaluate the potential risk exposed from the submitted object. Align the prescribed requirements of the Model Risk Management Review Policy for Non-model AI/ML objects, and comply with any additional requirements from U.S. regulators including FRB and OCC. A telecommuting/hybrid work schedule may be permitted within a commutable distance from the worksite in accordance with Citi policies and protocols.

Requirements: Master’s degree, or foreign equivalent, in Applied Mathematics, Statistics (any), Actuarial Science, or a related field, and two (2) years of experience in the job offered or in a related quantitative occupation performing artificial intelligence (AI) and machine learning (ML) application review, validation, and risk analysis. Two (2) years of experience must include: Analyzing and assessing the risk of applications developed based on advanced Machine Learning (ML) techniques including natural language processing and generative AI; Utilizing statistical programming on R, Python, SAS, and VBA for independent and incremental testing of applications built with unsupervised learning methods, natural language processing, and generative AI; Developing generative AI and NLP model risk management guidelines and procedures to conduct model/object reviews including model/object identification, validation, and monitoring; Developing generative AI applications to compose validation reports with expertise in prompt engineering and evaluating the accuracy and efficiency of the generated reports; Fine-tuning generative AI to conduct specific banking related tasks, including sentiment analysis of customer credit card reviews and creating visualizations of cost-benefit analysis to guide the selection of base models; and Researching advanced evaluation methods for unsupervised learning applications and documenting feasibility analysis for future usage with case studies. Employer will accept pre- or post- Master’s degree experience. 40 hrs./wk. Applicants submit resumes at https://jobs.citi.com/ . Please reference Job ID# 25859781. EO Employer.

Wage Range: $144,700.00 to $175,300.00

Job Family Group: Risk Management

Job Family: Risk Analytics, Modeling, and Validation

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Job Family:

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Time Type:

Full time

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Primary Location:

Irving Texas United States

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Primary Location Full Time Salary Range:

In addition to salary, Citi’s offerings may also include, for eligible employees, discretionary and formulaic incentive and retention awards. Citi offers competitive employee benefits, including: medical, dental & vision coverage; 401(k); life, accident, and disability insurance; and wellness programs. Citi also offers paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays. For additional information regarding Citi employee benefits, please visit citibenefits.com. Available offerings may vary by jurisdiction, job level, and date of hire.

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Most Relevant Skills

Please see the requirements listed above.

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Other Relevant Skills

For complementary skills, please see above and/or contact the recruiter.

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Anticipated Posting Close Date:

Aug 14, 2025

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_Citi is an equal opportunity employer, and qualified candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other characteristic protected by law._

_If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career opportunity review Accessibility at Citi (https://www.citigroup.com/citi/accessibility/application-accessibility.htm) ._

_View Citi’s EEO Policy Statement (https://www.citigroup.com/global/eeo-aa-policy) and the Know Your Rights (https://www.eeoc.gov/sites/default/files/2023-06/22-088\_EEOC\_KnowYourRights6.12ScreenRdr.pdf) poster._

Citi is an equal opportunity and affirmative action employer.

Minority/Female/Veteran/Individuals with Disabilities/Sexual Orientation/Gender Identity.