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Quantitative Analytics Specialist - NLP and GEN AI
full-timeIrving, Charlotte

Summary

Location

Irving, Charlotte

Type

full-time

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About this role

About this role:

Wells Fargo is seeking a Quantitative Analytics Specialist within the AI Innovation & Modeling (AIM) group under the Chief Administrative Office (CAO). You will focus on NLP and GenAI model delivery across multiple Line of Business. Utilizing cutting-edge AI and GenAI, this role is essential in building scalable, ethical, and high-impact use cases that align with enterprise goals and regulatory standards.


In this role, you will:

  • Perform highly complex activities related to product analytics, statistical and AI modeling
  • Build GenAI applications: Implement retrieval‑augmented generation (RAG), tool‑use/function‑calling, and multi‑step planning using modern LLM stacks (e.g., OpenAI SDK, Hugging Face, Anthropic, or similar).
  • Build engineer AI agents: Design task‑oriented and autonomous agents that safely orchestrate tools/APIs, reason over context, and manage memory; implement guardrails.
  • Evaluation & safety: Define success metrics; build offline/online evals; design A/B tests, red‑team scenarios, and feedback loops.
  • Security & compliance: Implement privacy controls, PII handling, content filters, RBAC/ABAC, and audited already telemetry aligned to enterprise standards.
  • Partner & deliver collaborate and coordinate with product, Technology, model risk, and platform teams.
  • Operate within risk, controls and compliance framework, e.g., document robust model lifecycle artifacts

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
  • Master's degree or higher in statistics, mathematics, physics, engineering, computer science, economics, or quantitative discipline


Desired Qualifications:

  • Strong in Python and scripting language
  • Hands‑on with LLM application development (prompts, RAG, function‑calling/agents) and modern frameworks (e.g., LangChain/LlamaIndex,  OpenAI SDKs).
  • Practical knowledge of vector databases/embeddings, tokenization, prompt optimization, and latency/cost tuning.
  • Familiarity with AI safety/Responsible AI practices (guardrails, content filtering, red‑teaming, bias considerations).
  • 2+ years building LLM‑powered systems in production.
  • Experience designing agentic workflows (planning, tools, memory, multi‑agent collaboration) and hierarchical or supervisor models.
  • Experience with information retrieval (BM25/splade, hybrid search), document processing (OCR, PDF/HTML parsers), and evaluation datasets.
  • Regulated‑industry experience and partnering with risk/compliance/legal on model governance.


Job Expectations:

  • This position offers a hybrid work schedule
  • This position is not eligible for Visa sponsorship
  • Candidate must reside within a reasonable commute to a location listed in the posting

Posting End Date: 

24 Jan 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.

Candidates applying to job openings posted in Canada: Applications for employment are encouraged from all qualified candidates, including women, persons with disabilities, aboriginal peoples and visible minorities. Accommodation for applicants with disabilities is available upon request in connection with the recruitment process.

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.

Other facts

Tech stack
NLP,GenAI,Python,LLM Application Development,AI Safety,Statistical Modeling,Product Analytics,Document Processing,Information Retrieval,Agentic Workflows,Privacy Controls,Compliance,Risk Management,A/B Testing,Feedback Loops,Vector Databases

About Wells Fargo

Wells Fargo & Company (NYSE: WFC) is a diversified, community-based financial services company with approximately $1.9 trillion in assets. Wells Fargo’s vision is to satisfy our customers’ financial needs and help them succeed financially. Founded in 1852 and headquartered in San Francisco, Wells Fargo provides banking, investment and mortgage products and services, as well as consumer and commercial finance, through more than 7,300 locations, 12,000 ATMs, the internet (wellsfargo.com) and mobile banking, and has offices in over 40 countries and territories to support customers who conduct business in the global economy. With approximately 250,000 team members, Wells Fargo serves one in three households in the United States. Wells Fargo & Company was ranked No. 41 on Fortune’s 2022 rankings of America’s largest corporations. News, insights and perspectives from Wells Fargo are also available at Wells Fargo Stories.

Relevant military experience is considered for veterans and transitioning service men and women. 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.© 2016 Wells Fargo Bank, N.A. All rights reserved. Member FDIC.

Team size: 10,001+ employees
LinkedIn: Visit
Industry: Financial Services

What you'll do

  • The role involves performing complex activities related to product analytics and AI modeling, focusing on building GenAI applications and engineering AI agents. Additionally, it includes defining success metrics and ensuring compliance with security and regulatory standards.

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Frequently Asked Questions

What does a Quantitative Analytics Specialist - NLP and GEN AI do at Wells Fargo?

As a Quantitative Analytics Specialist - NLP and GEN AI at Wells Fargo, you will: the role involves performing complex activities related to product analytics and AI modeling, focusing on building GenAI applications and engineering AI agents. Additionally, it includes defining success metrics and ensuring compliance with security and regulatory standards..

Why join Wells Fargo as a Quantitative Analytics Specialist - NLP and GEN AI?

Wells Fargo is a leading Financial Services company.

Is the Quantitative Analytics Specialist - NLP and GEN AI position at Wells Fargo remote?

The Quantitative Analytics Specialist - NLP and GEN AI position at Wells Fargo is based in Irving, Texas, United States and Charlotte, North Carolina, United States. Contact the company through Clera for specific work arrangement details.

How do I apply for the Quantitative Analytics Specialist - NLP and GEN AI position at Wells Fargo?

You can apply for the Quantitative Analytics Specialist - NLP and GEN AI position at Wells Fargo directly through Clera. Click the "Apply Now" button above to start your application. Clera's AI-powered platform will help match your profile with this opportunity and guide you through the application process. You can also learn more about Wells Fargo on their website.