U.S. Bank

Quantitative Model Analyst - AML

U.S. Bank$111K — $131K *
Finance & Insurance
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in a quantitative field with 8 years of relevant experience, or a MA/MS/PhD with fewer years of experience
  • Experience in evaluating quantitative models or monitoring frameworks in a regulated environment
  • Strong understanding of model risk concepts and performance monitoring
  • Proficiency in SAS, SQL, and Python for data analysis and testing
  • Strong written and verbal communication skills for conveying complex findings

Responsibilities

  • Conduct in-depth analytical research into model performance, focusing on alert volumes and transaction patterns
  • Execute and document periodic testing and performance reviews to meet regulatory standards
  • Review and challenge model behavior, identifying gaps and recommending remedial actions
  • Conduct comprehensive code reviews to ensure compliance with coding standards and regulatory requirements
  • Provide constructive feedback to model owners supporting effective issue resolution
  • Assess model threshold and sampling soundness through Below-the-Line reviews
  • Prepare presentations for senior leadership and regulatory partners

Benefits

  • Comprehensive healthcare (medical, dental, vision)
  • Life insurance options (basic and optional)
  • Short-term and long-term disability coverage
  • Paid parental leave and pregnancy disability support
  • 401(k) with employer contribution and retirement plan
  • Paid vacation which increases with tenure
  • Up to 11 paid holidays each year
  • Adoption assistance
  • Sick leave accrual up to 80 hours per calendar year
Full Job Description
Job Description

NOTE: This position is not eligible for current or future visa sponsorship.

This role is an individual contributor position within the Bank's Enterprise Financial Crime Compliance (EFCC) organization. The person in this role will join a team of Financial Intelligence Unit (FIU) quantitative analysts responsible for the ongoing monitoring, testing, analytical review, and governance of AML Transaction Monitoring models. The individual will partner closely with model owners, Model Risk Management, internal and external auditors, and senior leadership to evaluate model behavior, identify emerging risks, and support enhancements to AML monitoring capabilities across the enterprise. This team is integral to maintaining and enhancing the Bank's Anti-Money Laundering Transaction Monitoring systems.

The ideal candidate will have experience evaluating quantitative models or monitoring frameworks in a regulated environment and a demonstrated ability to analyze complex data, investigate changes in model behavior, and develop well-supported conclusions. Candidates should possess a strong understanding of model risk concepts, performance monitoring, sampling methodologies, and root cause analysis. Proficiency in SAS, SQL, and Python for data analysis, testing, automation, and code review is highly desirable. The successful candidate will be able to assess whether code logic, data inputs, transformations, and outputs align with documented intent. Strong written and verbal communication skills are essential, as findings and recommendations must be effectively communicated to model owners, Model Risk Management, auditors, regulators, and senior leadership.

This individual is expected to be highly self-driven, well-organized, and efficient in time management, capable of handling multiple tasks at once. Team responsibilities include performing ongoing monitoring and performance assessments of AML Transaction Monitoring models, conducting comprehensive code reviews and code change assessments, executing below-the-line testing of model thresholds, and performing detailed analytical research to understand model behavior changes, emerging trends, and the underlying drivers of observed performance shifts. Each task requires comprehensive, well-structured documentation of analyses and conclusions such that work can be independently understood, reviewed, and defended without additional explanation.

Essential Functions:
  • Conduct in-depth analytical research into model performance and behavior changes, including investigation of shifts in alert volumes, customer populations, and transaction patterns to identify underlying drivers and assess potential model impacts.
  • Execute and document periodic testing, and performance reviews in alignment with regulatory expectations and internal risk standards.
  • Review and challenge model behavior, limitations, and assumptions; identify potential control gaps and recommend remediation actions.
  • Conduct comprehensive code reviews and code change assessments for AML Transaction Monitoring models to ensure alignment with documented intent, coding standards, and regulatory requirements.
  • Provide clear, constructive feedback to model and code owners, supporting effective issue resolution and continuous improvement.
  • Assess model threshold & sampling soundness through Below-the-Line (BTL) reviews and support ongoing calibration decisions.
  • Prepare and present materials for audiences including senior leadership, Model Risk Management, Corporate Audit, and regulatory partners.


Basic Qualifications

- Bachelor's degree in a quantitative field required with at least 8 years of relevant experience

OR

- MA/MS in a quantitative field, and five or more years of related experience

OR

- PhD in a quantitative field, and four or more years of related experience

Preferred Skills/Experience
  • Demonstrated ability to analyze complex datasets, conduct statistical assessments and exploratory research, and translate findings into actionable insights regarding model behavior, performance trends, and emerging financial crime risks.
  • Strong understanding of quantitative modeling concepts, including model drivers, segmentation strategies, threshold optimization, performance monitoring, and root cause analysis.
  • Experience working with quantitative models, analytics, or monitoring frameworks in a regulated environment.
  • Proficiency in SAS, SQL, and Python for data analysis, testing, and automation.
  • Strong analytical skills with attention to detail and the ability to evaluate complex model behavior.
  • Experience supporting AML/BSA Transaction Monitoring systems or financial crime detection tools. Understanding of AML best practices and regulatory expectations.
  • Ability to work independently while managing multiple priorities in a fast-paced environment.
  • Ability to clearly communicate (verbally and in writing) model performance, risks, and recommendations, tailoring technical depth to the target audience.
  • Self-directed problem solver who identifies gaps and resolves issues independently.


LOCATION EXPECTATIONS: This role requires working from a U.S. Bank Location three (3) or more days per week.

NOTE: This position is not eligible for current or future visa sponsorship.

Benefits:

Our approach to benefits and total rewards considers our team members' whole selves and what may be needed to thrive in and outside work. That's why our benefits are designed to help you and your family boost your health, protect your financial security and give you peace of mind. Our benefits include the following:
  • Healthcare (medical, dental, vision)
  • Basic term and optional term life insurance
  • Short-term and long-term disability
  • Pregnancy disability and parental leave
  • 401(k) and employer-funded retirement plan
  • Paid vacation (from two to five weeks depending on salary grade and tenure)
  • Up to 11 paid holiday opportunities
  • Adoption assistance
  • Sick and Safe Leave accruals of one hour for every 30 worked, up to 80 hours per calendar year unless otherwise provided by law


Review our full benefits available by employment status here.

The salary range reflects figures based on the primary location, which is listed first. The actual range for the role may differ based on the location of the role. In addition to salary, U.S. Bank offers a comprehensive benefits package, including incentive and recognition programs, equity stock purchase 401(k) contribution and pension (all benefits are subject to eligibility requirements). Pay Range: $111,605.00 - $131,300.00

Posting may be closed earlier due to high volume of applicants.

About U.S. Bank

U.S. Department of the Treasury is a government agency responsible for promoting economic prosperity and ensuring financial security. The department is responsible for a wide range of activities such as advising on economic and financial issues, encouraging sustainable economic growth, and fostering improved governance in financial institutions.

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68,796 employees
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$66.2 billion
Industry
Net Income
$4.9 billion
5 Year Trend
+0.5%
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