Quant Analytics Sr Associate - Model Risk

KeyBank; Buffalo (NY); On-site; USD 96,000 - 181,000; Full time

Job summary

KeyBank is seeking a Senior Quantitative Analytics Associate to validate Market Risk, IRRBB, and Liquidity models in a dynamic financial setting. You’ll apply machine learning to strengthen validation processes and deliver clear, actionable insights to partners.

Based in Cleveland, the role emphasizes in-office work with flexible options. Candidates should have a Master's in a quantitative field and 2+ years of relevant experience, with familiarity with SR11-07, IRRBB, and related regulatory

Qualifications

• Master's degree in a quantitative discipline with 2+ years of relevant experience.
• Familiarity with Market Risk, IRRBB, and Liquidity concepts.
• Exposure to market risk pricing models, term structure models, hedging models, asset liability models, or related risk models.

Responsibilities

• Validate models for Market Risk, IRRBB, Liquidity, and other risk areas.
• Apply machine learning techniques to enhance and support model validation processes.
• Deliver insightful analysis to address complex business problems.
• Communicate findings effectively to partners, translating complex theories into easy-to-understand language.

Skills

Market risk concepts

IRRBB concepts

Liquidity concepts

Machine learning

Model validation

Communication

Education

Master's degree in quantitative discipline

Tools

Calypso

RiskWatch

Bloomberg

QRM

BlackRock

GCP

Job description

Location:

127 Public Square, Cleveland Ohio

ABOUT THE JOB

As a Senior Quantitative Analytics Associate, you will be at the forefront of validating models for Market Risk, IRRBB (including NII, EVE, Deposit modeling), and Liquidity. Your expertise in machine learning will be instrumental in developing advanced use cases such as generative AI for scenario simulation, reinforcement learning for deep hedging, and machine learning techniques for model calibration. You will also incorporate the latest market risk trends - including heightened uncertainty around interest rate movements and increased market volatility - ensuring our models remain aligned with current industry standards and best practices. This role offers a fantastic opportunity to learn and grow, gaining exposure to a wide range of market risk pricing models, term structure models, hedging models, and risk models.

ESSENTIAL JOB FUNCTIONS

• Validate models for Market Risk, IRRBB, Liquidity, and other risk areas
• Apply machine learning techniques to enhance and support model validation processes
• Deliver insightful analysis to address complex business problems
• Communicate findings effectively to partners, translating complex theories into easy-to-understand language

REQUIRED QUALIFICATIONS

• Master's degree in a quantitative discipline with 2+ years of relevant experience
• Familiarity with Market Risk, IRRBB, and Liquidity concepts
• Familiarity with regulatory requirements such as SR11-07, IRRBB regulations, Market Risk Rule, FRTB, and SIMM
• Exposure to market risk pricing models, term structure models, hedging models, asset liability models, deposit pricing and runoff models, or other risk models spanning interest rate derivatives, commodities, FX, CDS, fixed income, and equity

SYSTEMS & TOOLS

• Experience with leading quantitative risk systems such as Calypso, RiskWatch, Bloomberg, QRM, and BlackRock, as well as cloud infrastructure platforms like GCP.

COMPENSATION AND BENEFITS

This position is eligible to earn a base salary in the range of $96,000.00 - $181,000.00 annually. Placement within the pay range may differ based upon various factors, including but not limited to skills, experience and geographic location. Compensation for this role also includes eligibility for incentive compensation which may include production, commission, and/or discretionary incentives.

Key has implemented an approach to employee workspaces which prioritizes in-office presence, while providing flexible options in circumstances where roles can be performed effectively in a mobile environment.

Job Posting Expiration Date: 09/06/2026

KeyCorp is an Equal Opportunity Employer committed to sustaining an inclusive culture. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, pregnancy, disability, veteran status or any other characteristic protected by law.

Qualified individuals with disabilities or disabled veterans who are unable or limited in their ability to apply on this site may request reasonable accommodations by emailing [e-mail].

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