Quantitative Model Validator, NLP and Gen AI/ Agentic AI

Posted 2 Days Ago
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San Francisco, CA, USA
Hybrid
100K-196K Annually
Junior
Fintech • Financial Services
Wells Fargo: Tech-powered. Innovation-led. We're transforming financial services.
The Role
Validate machine learning, NLP, generative AI, and agentic AI models within Model Risk Management. Responsibilities include reviewing data, sampling plans, modeling frameworks, replications, performance assessments, monitoring, and test model development; building reusable validation code; preparing governance reports; and communicating with stakeholders, regulators, and auditors.
Summary Generated by Built In
About this role:
Wells Fargo is seeking a Quantitative Analytics Specialist to join its Decision Science and Artificial Intelligence (DSAI) group within Model Risk Management (MRM). The responsibilities of the DSAI Group include end to end responsibility of managing the model risk over the model lifecycle including risk tiering, validation, and performance monitoring etc.
In this specific position, the Quantitative Model Validator will focus on models built in house and by third parties with machine learning and AI technologies primarily for the purpose of Natural Language Processing (NLP); Generative AI; and/or Agentic AI. MRM operates in a fast-paced work environment with continuously changing policies and technologies and the ability to multi-task and meet strict timelines is critical.
Learn more about the career areas and lines of business at wellsfargojobs.com.
In this role, you will:
  • Support the validation projects for NLP and Gen AI/ Agentic AI.
  • Review analytical data and sampling plans, various modeling frameworks, model replications, model performance assessments, test model development, model monitoring, and provide effective challenge to lines of business.
  • Develop reusable code and libraries to accelerate NLP and Gen AI model validation.
  • Write detailed standard analytical reports to ensure Wells Fargo's compliance with governance policies and regulations.
  • Communicate with stakeholders, regulators, and auditors.

Required Qualifications:
  • 2+ years of Quantitative Analytics experience, or equivalent demonstrated through one or a combination of the following: work experience, training, military experience, education
  • Bachelor's degree or higher in statistics, mathematics, physics, engineering, computer science, economics, or quantitative discipline

Desired Qualifications:
  • A PhD in statistics, computer science, optimization, electrical engineering, or a related quantitative discipline.
  • In-depth knowledge of Machine Learning (ML) methodologies such as ensemble algorithms, neural networks, supervised and unsupervised learning.
  • In-depth knowledge of Natural Language Processing concepts including transformer architecture and other generative AI technologies.
  • Strong computing and programming background and knowledge of one or more languages such as Python and Java
  • Experience with ML/AI computing platforms and tools such as PyTorch, TensorFlow and Keras
  • Experience with GPU programming, multi-core, or distributed programming.
  • Excellent writing and communication skills for documentation and presentations to audiences of all technical backgrounds.
  • Ability to work in cross-organizational projects and collaboratively with other groups.
  • Be self- motivated, require minimal supervision, and produce work that is consistent with MRM's recognized framework, procedure, and high standards.
  • Proficient with MRM framework and procedure.

Job Expectations:
  • This position offers a hybrid work schedule.
  • Willingness to work onsite at stated location on the job posting.

Pay Range
Reflected is the base pay range offered for this position. Pay may vary depending on factors including but not limited to demonstrated examples of prior performance, skills, experience, or work location. Employees may also be eligible for incentive opportunities.
$100,000.00 - $196,000.00
Benefits
Wells Fargo provides eligible employees with a comprehensive set of benefits, many of which are listed below. Visit Benefits - Wells Fargo Jobs for an overview of the following benefit plans and programs offered to employees.
  • Health benefits
  • 401(k) Plan
  • Paid time off
  • Disability benefits
  • Life insurance, critical illness insurance, and accident insurance
  • Parental leave
  • Critical caregiving leave
  • Discounts and savings
  • Commuter benefits
  • Tuition reimbursement
  • Scholarships for dependent children
  • Adoption reimbursement

Posting End Date:
8 Nov 2026
* Job posting may come down early due to volume of applicants.
We Value Equal Opportunity
Wells Fargo is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other legally protected characteristic.
Employees support our focus on building strong customer relationships balanced with a strong risk mitigating and compliance-driven culture which firmly establishes those disciplines as critical to the success of our customers and company. They are accountable for execution of all applicable risk programs (Credit, Market, Financial Crimes, Operational, Regulatory Compliance), which includes effectively following and adhering to applicable Wells Fargo policies and procedures, appropriately fulfilling risk and compliance obligations, timely and effective escalation and remediation of issues, and making sound risk decisions. There is emphasis on proactive monitoring, governance, risk identification and escalation, as well as making sound risk decisions commensurate with the business unit's risk appetite and all risk and compliance program requirements.
Applicants with Disabilities
To request a medical accommodation during the application or interview process, visit Disability Inclusion at Wells Fargo .
Drug and Alcohol Policy
Wells Fargo maintains a drug free workplace. Please see our Drug and Alcohol Policy to learn more.
Wells Fargo Recruitment and Hiring Requirements:
a. Third-Party recordings are prohibited unless authorized by Wells Fargo.
b. Wells Fargo requires you to directly represent your own experiences during the recruiting and hiring process.
c. Please be prepared to provide accurate information and supporting documentation in connection with any lawful employment and education verification conducted by Wells Fargo.
#BI-Hybrid

Skills Required

  • 2+ years of Quantitative Analytics experience, or equivalent experience, training, military experience, or education
  • Bachelor's degree or higher in statistics, mathematics, physics, engineering, computer science, economics, or another quantitative discipline
  • PhD in statistics, computer science, optimization, electrical engineering, or a related quantitative discipline
  • In-depth knowledge of machine learning methodologies, including ensemble algorithms, neural networks, supervised learning, and unsupervised learning
  • In-depth knowledge of NLP concepts, including transformer architecture and generative AI technologies
  • Strong computing and programming background with knowledge of Python and/or Java
  • Experience with PyTorch, TensorFlow, and/or Keras
  • Experience with GPU, multi-core, or distributed programming
  • Excellent writing and communication skills
  • Ability to work collaboratively on cross-organizational projects
  • Ability to work independently with minimal supervision and follow MRM frameworks and procedures
  • Proficiency with MRM frameworks and procedures
  • Willingness to work onsite according to the stated hybrid work schedule and location

Wells Fargo Compensation & Benefits Highlights

  • Retirement Support — Pay is considered stronger due to a 401(k) match up to 6% and, for some lower earners, an additional company contribution. Feedback suggests the retirement program is a standout element of the total package.
  • Parental & Family Support — Eligible employees can receive up to 16 weeks of paid parental leave, along with critical-caregiving leave and backup care resources. Feedback suggests this breadth of family support is a meaningful advantage.
  • Healthcare Strength — Medical, dental, and vision coverage begin on the first day for eligible employees, with the employer covering a large share of premiums in some plan scenarios. Feedback suggests access and plan breadth are strong.

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The Company
HQ: San Francisco, CA
205,000 Employees
Year Founded: 1852

What We Do

Wells Fargo & Company (NYSE: WFC) is a leading financial services company that has approximately $2.2 trillion in assets. We provide a diversified set of banking, investment and mortgage products and services, as well as consumer and commercial finance, through our four reportable operating segments: Consumer Banking and Lending, Commercial Banking, Corporate and Investment Banking, and Wealth & Investment Management. Wells Fargo ranked No. 33 on Fortune’s 2025 rankings of America’s largest corporations. Our technology professionals drive innovation, information security, and big data analytics while maintaining a network that handles more than 12 billion customer interactions a year. Join us! Are you looking for more? Find it here. At Wells Fargo, we're more than a financial services leader – we’re a global trailblazer committed to driving innovation, empowering communities, and helping our customers succeed. We believe that a meaningful career is much more than just a job – it’s about finding all of the elements to help you thrive, in one place. Living the Well Life means you’re supported in life, not just work. It means having robust benefits, competitive compensation, and programs designed to help you find work-life balance and well-being. You’ll be rewarded for investing in your community, celebrated for being your authentic self, and empowered to grow. And we’re recognized for it — Wells Fargo continues to rank on the LinkedIn Top Companies lists of best workplaces “to grow your career.” All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other legally protected characteristic. © 2026 Wells Fargo Bank, N.A. All rights reserved. Member FDIC.

Why Work With Us

We're known for our “Well Life” approach to supporting employees’ career aspirations, work-life balance, and mental and physical health. Wells Fargo continues to rank on the LinkedIn Top Companies lists of best workplaces “to grow your career.”

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