Jobs › Wintrust

Officer, Model and AI System Risk Management

Wintrust · Rosemont, IL · $100,000–$120,000 a year · Full time

Posted Aug 28, 2026 · We last checked this listing on Oct 6, 2026

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Likely interview questions for this role

Written from this job description, not a generic list. Each one notes what the interviewer is really checking.

About your past

This role sits in model and artificial intelligence system risk management at the bank's Rosemont headquarters. What model risk work have you done?

What they are checking: Whether they have done real model risk work at the level this officer role requires, rather than adjacent analytics or general risk experience.

What would you do

A business line has been using a spreadsheet to make decisions and does not consider it a model. How do you handle that?

What they are checking: Whether they can identify unrecognized models like spreadsheets and bring them under governance tactfully, since scope gaps are a common model risk weakness.

A model developer disagrees with your finding. How do you handle it?

What they are checking: Whether they can hold an independent finding respectfully under pushback, since model risk only works if the second line keeps its independence.

There is a Vice President role on the same model risk team posted alongside this Officer role. Where do you place yourself, and what would you want to know about the team before you took it?

What they are checking: Whether they place themselves honestly between the officer and VP levels and ask thoughtful questions about the team before accepting either role.

About the work

Walk me through validating a model. What do you check first?

What they are checking: Whether they follow a sound, structured validation method and know what matters most first, which is the core skill in model risk management.

The title names artificial intelligence systems alongside models. What is different about governing an artificial intelligence system compared with a statistical model?

What they are checking: Whether they understand how governing AI systems differs from governing statistical models, since that difference is exactly why this role exists now.

How do you assess a model you cannot fully explain?

What they are checking: Whether they have a practical approach to assessing models they cannot fully explain, which is the central challenge AI brings to model risk.

What belongs in a model inventory, and how do you keep it current?

What they are checking: Whether they know what a model inventory needs and how to keep it current, because every part of a model risk program depends on it.

How do you monitor a model after it goes live, and what makes you escalate?

What they are checking: Whether they monitor live models with clear thresholds for escalation, because models drift after deployment and problems need catching before they cause harm.

What programming do you do yourself, and on what?

What they are checking: Whether they can code and test models hands-on themselves, because this team expects its officers to do technical work, not only review it.

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The full job description

As published by Wintrust.

Wintrust provides community and commercial banking, specialty finance and wealth management services through its 16 bank charters and nine non-bank businesses. Wintrust delivers the sophisticated solutions of a large bank while staying true to the relationship-focused, personalized service of our community banking roots. We serve clients in all 50 states with more than 200 branch banking locations in Illinois, southwestern Florida, northwestern Indiana, west Michigan and southern Wisconsin and commercial banking offices in Chicago, Denver, Milwaukee, Grand Rapids, Mich., and in key branch banking locations throughout Illinois. Our people are the heart of our business and we are proud to rank consistently as a top place to work. Wintrust is a $66 billion financial institution based in Rosemont, Illinois, and listed on the NASDAQ Global Select Market under the symbol “WTFC.” Why join us? • An award-winning culture! We are rated a Top Workplace by the Chicago Tribune (past 12 years) and Employee Recommended award by the Globe & Mail (past 6 years). • Competitive pay and discretionary or incentive bonus eligible. • Comprehensive benefit package including medical, dental, vision, life, a 401k plan with a generous company match and tuition reimbursement to name a few. • Promote from within culture. Why join this team? • We foster an inclusive environment for an individual to grow and work independently. • Opportunity to interact with management level, experienced professionals - higher visibility. • Wintrust has a great culture that comes from the top down. • Gain experience and further your career by joining a growing organization. Position Overview The Officer, Model and AI System Risk Management will conduct various activities related to enterprise model risk validation and model governance for AI Systems, Machine Learning models, as well as conventional models. This individual is accountable for independently validating the technical and functional soundness of bank-wide models including AI Systems, Machine Learning, CECL, Stress Testing, Anti-Money Laundering, Economic Sanctions, Customer Risk Ratings, Fair Lending, as well as valuation models. What You’ll Do • Perform independent and comprehensive validation of bank-wide AI systems/Machine Learning/statistical/econometric/ mathematical and qualitative (expert judgment) models in compliance with SR 26-02/OCC 2026-13, Model Risk Management (MRM) policy, AI policy, and internal procedures. • Develop a model validation testing plan commensurate with the model risk tier and perform quantitative and qualitative tests to assess models for conceptual soundness, implementation accuracy, data integrity, and performance accuracy, including back testing, sensitivity analysis, scenario analysis, benchmarking, and governance. • Provide effective and meaningful challenges during the following processes of model validation: Review of conceptual soundness; Review adequacy of modeling data; Materiality analysis of model assumptions and limitations; Review of model theoretical framework and design; Review of model performance. • Review of Model Documentation to ensure compliance with regulation/policy. Model documentation review should consist, amongst others, the following: Assessing the quality of model documentation; Reviewing documentation of developmental evidence; Review documentation of model governance; Review testing results in the model methodology document. • Design and execute a comprehensive and granular program for the following: Data Validation; Model theoretical framework and design; Assumptions and Limitations testing; Model Conceptual soundness; Back-testing; Model Effectiveness Testing, Sensitivity Analysis; Benchmarking for material portfolios; and developing benchmark Machine Learning models. • Maintain status updates and facilitate resolution/escalations of issues in a timely fashion. • Use MRM Model Validation tool to perform model validation activities. • The analyst in collaboration with the VP of Model Risk Management interfaces with key stakeholders throughout validation process to discuss justification and reasoning behind validation and review findings. • Manage activities related to model governance and assist VP model risk management in creating reports for the senior management, executive management, risk committees, and regulatory exams. • In collaboration with VP, Model Risk Management, determine whether response and remediation plan received from model owners and users in response to a finding adequately address findings. Follow up with model owners to ensure findings are remediated in a timely manner. Qualifications • 2-5 Years of experience related to data science, AI systems, machine learning models, model development, and validation experience related to credit risk (Consumer and Commercial), Liquidity, Compliance (BSA/AML, Fair Lending), CECL. • Master’s degree or PhD preferred. Benefits Medical Insurance • Dental • Vision • Life insurance • Accidental death and dismemberment • Short-term and long-term Disability Insurance • Parental Leave • Employee Assistance Program (EAP) • Traditional and Roth 401(k) with company match • Flexible Spending Account (FSA) • Employee Stock Purchase Plan at 5% discount • Critical Illness Insurance • Accident Insurance • Transportation and Commuting Benefits • Banking Benefits • Pet Insurance Compensation The estimated salary range for this role is $100,000-$120,000, along with eligibility to earn an annual bonus. Actual salaries may vary based on several factors, such as a candidate’s qualifications, skills and experience. #LI-ONSITE From our first day in business, Wintrust has been proud to serve a variety of unique communities and people from all walks of life. To build a company that reflects the communities we serve, we believe that fostering a unique and inclusive workplace where everyone feels valued and empowered to succeed will support our ongoing success. Wintrust Financial Corporation, including community banking and financial services subsidiaries, is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, national origin, disability, veteran status, genetic information, and other legally protected categories.

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