U.S. Bank

Senior Quant, Artificial Intelligence/Machine Learning

U.S. Bank$133K — $156K *
Finance & Insurance
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in a quantitative field and 10+ years of experience, or MA/MS with 6+ years, or PhD with 5+ years.
  • Strong background in statistical modeling or computer science with practical model development or validation experience.
  • Proficiency in Python with libraries like Numpy, Pandas, and scikit-learn.
  • In-depth knowledge of machine learning algorithms including Random Forest and deep learning.
  • Expertise in advanced Agentic AI architectures and related orchestration patterns.
  • Hands-on experience with AI development tools such as PyTorch and TensorFlow.
  • Familiarity with cloud-based AI platforms like AWS and Azure.

Responsibilities

  • Develop benchmark AI/ML models for validation.
  • Provide validation expertise and consulting on AI/ML models.
  • Conduct research and development on AI/ML methodologies.
  • Independently test advanced AI/ML and Generative AI models.
  • Create technical documents and training materials.
  • Communicate validation outcomes to stakeholders.
  • Review model development documentation for compliance.

Benefits

  • Healthcare coverage (medical, dental, vision).
  • Term life insurance options.
  • Disability insurance (short-term and long-term).
  • Parental leave and pregnancy disability leave.
  • 401(k) plan with employer contributions.
  • Paid vacation ranging from two to five weeks.
  • Up to 11 paid holidays per year.
  • Adoption assistance program.
  • Sick and Safe Leave accruals.
Full Job Description
Job Description

We're looking for a sharp individual contributor who's adept at advanced AI/ML algorithms and their applications in financial institutions to join our AI/ML Validation Center of Excellence in Model Risk Management. The team plays a critical role in providing oversight to U.S. Bank's Artificial Intelligence Models across various business areas, such as Marketing, Fraud, Credit Risk and Bank Operations.

As a Senior Quant you will develop benchmark AI/ML models, provide validation expertise and consulting services related to AI/ML model development and model review, including best practices on algorithm development and selection, performance evaluation, implementation, monitoring, model risk mitigation and remediation. In addition, you will be responsible for conducting R&D for various AI/ML methodologies and their potential applications and use cases.

Deliverables include reviewing model development documentation, independently testing of advanced AI/ML and Generative AI & Agentic AI models, developing technical guidance documents, training curriculum and white paper, and communicating model requirements and validation outcome to stakeholders within the Bank.

Basic Qualifications
- Bachelor's degree in a quantitative field, and 10 or more years of relevant experience
OR
- MA/MS in a quantitative field, and six or more years of related experience
OR
- PhD in a quantitative field, and five or more years of related experience

Preferred Skills/Experience
- Strong statistical modeling or computer science background and hands on model development or validation skills

- Strong programming skills using Python packages such as Numpy, Pandas, and scikit-learn.

- Considerable knowledge of various machine learning algorithms and their applications, including Random Forest, GBM, XGBoost, deep learning, NLP, computer vision, and LLM.

- Hands-on experience designing, developing, and deploying advanced deep learning architectures, including MLPs, RNNs, CNNs, and other state-of-the-art neural network frameworks for a wide range of AI and machine learning applications.

- Deep expertise in advanced Agentic AI architectures and orchestration patterns, including function calling, MCP, SKILLs, A2A, context engineering, harness engineering, loop engineering, and other emerging frameworks for building scalable, multi-agent AI systems.

- Strong expertise in building, deploying, and evaluating GenAI and Agentic AI solutions, including RAG, multi-agent systems, tool-augmented workflows, and advanced evaluation techniques such as adversarial testing, semantic similarity analysis, retrieval assessment, and LLM-as-a-Judge methodologies.

- Hands-on experience with modern AI development, deployment, and evaluation ecosystems, including PyTorch, TensorFlow/Keras, Hugging Face Transformers, LangChain, LangGraph, OpenAI Agent SDK, AI-assisted development platforms such as Claude Code and GitHub Copilot, and LLM evaluation frameworks including DeepEval, LlamaIndex, Ragas, and other comparable tools.

- Familiarity with cloud-based AI platforms and services, including AWS Bedrock, Azure AI, Microsoft Copilot, Google Vertex AI, vector databases, and model serving/inference platforms.

- Research experience and publications on AI or Gen AI are preferred

- Experience in financial industry is preferred but not required

- Advanced understanding of Model Risk Management and OCC SR 26-2 is a plus

- Demonstrated independence, teamwork and leadership skills
- Strong project management skills
- Excellent written and verbal communication skills

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

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: $133,365.00 - $156,900.00

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.

U.S. Bank Careers

Join the dynamic team at U.S. Bank, one of the nation's top banking institutions, where your career journey is as promising as the services we provide to our customers. At U.S. Bank, we are committed to fostering a culture of innovation, leadership, and diversity that is unmatched in the industry.

Explore Job Opportunities and Growth

At U.S. Bank, we offer a variety of job opportunities that cater to a range of skills and professional interests. Whether you are looking for a position in finance, technology, customer service, or management, U.S. Bank is hiring talented individuals who are eager to contribute to our mission and grow with us.

Internship Programs

Kickstart your career with U.S. Bank’s internship programs. These opportunities are designed for ambitious students who want to gain hands-on experience and develop essential skills in a real-world setting. Our internships provide a platform to engage with experienced professionals and explore potential career paths within the company.

Benefits and Employment Perks

Choosing a career at U.S. Bank means more than just employment. We offer comprehensive benefits designed to enhance your life and well-being. From health and wellness programs to retirement plans, we ensure our team members are supported both personally and professionally.

Our Commitment to Diversity and Inclusion

Diversity and inclusion are at the core of our values at U.S. Bank. We are dedicated to creating an environment where all employees feel valued and included. Our diversity training programs are part of our commitment to an inclusive workplace, where everyone can thrive.

Leadership and Professional Development

Leadership at U.S. Bank is about more than guiding teams – it's about inspiring them. We invest in leadership training and professional development programs that help our employees become the best in their fields. By fostering a culture of learning and growth, we prepare our team members to take on new challenges and leadership roles.

Networking and Innovation

Networking at U.S. Bank goes hand in hand with innovation. Our employees are encouraged to connect with colleagues and industry leaders through various networking events and professional groups. This collaborative environment fuels innovation and allows us to stay ahead in a competitive industry.

Join Our Team

Are you ready to take the next step in your career? Explore the open positions at U.S. Bank and find where your skills and passions align with our needs. Prepare your resume, sharpen your interview skills, and get ready to join a team where your career can flourish.

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Learn more about U.S. Bank
Size
68,796 employees
Market Cap
$66.2 billion
Industry
Net Income
$4.9 billion
5 Year Trend
+0.5%
NASDAQ

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