JP Morgan Chase & Co.

Quantitative Trading & Research - Applied Researcher – Agentic AI Systems - Associate

JP Morgan Chase & Co.$120K — $150K *
Finance & Insurance
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Strong coding skills (Python preferred)
  • Advanced degree in Computer Science, Data Science, Machine Learning, or related field
  • Hands-on experience building with LLMs
  • Strong understanding of modern GenAI capabilities and mitigation strategies
  • Demonstrated applied research track record delivering real business metrics
  • Ability to explain technical tradeoffs to non-technical stakeholders
  • Bias to action and comfortable working in ambiguity
  • Strong ownership mindset for improvement

Responsibilities

  • Build end-to-end agentic systems, from design to production
  • Drive applied research and integrate emerging techniques into production
  • Own the full loop from problem framing to monitoring
  • Systematically improve quality using evals and feedback loops
  • Collaborate cross-functionally to understand client workflows
  • Build and maintain production-grade code and systems
  • Contribute to the technical direction of agent design and deployment

Benefits

  • Opportunity to work with cutting-edge GenAI technology
  • Engaging role at the intersection of research and engineering
  • Promotion of cross-functional teamwork with diverse stakeholders
  • Impactful work that directly influences client response systems
  • Dynamic work environment with rapidly evolving challenges
Full Job Description
JOB DESCRIPTION

Job Summary

As an Associate Applied Researcher in the Quantitative Trading & Research (QTR) Team, you’ll sit at the intersection of applied research and production engineering turning frontier GenAI capabilities into reliable, high-leverage agentic systems that transform how we respond to inbound client requests.

Job responsibilities

  • Build agentic systems end-to-end: design, prototype, and productionize multi-step LLM agents that retrieve context and generate accurate, well-structured responses
  • Drive applied research by evaluating emerging techniques (tool use, planning, retrieval, evaluation frameworks, fine-tuning, prompt optimization) and integrating the best into production
  • Own the full loop from problem framing and dataset construction through model/agent design, evaluation, deployment, and monitoring
  • Improve quality systematically via evals, error analysis, and feedback loops that convert subjective issues into measurable fixes
  • Partner cross-functionally with sales, quant research, trading, product, and engineering to deeply understand RFQ/client workflows and ship adopted solutions
  • Build and maintain production-grade code and systems that are observable, robust, and scalable
  • Contribute to technical direction and standards for agent design, evaluation, and safe deployment

 

Required qualifications, capabilities, and skills

  • Strong coding skills (Python preferred) and comfort owning production code
  • Advanced degree in Computer Science, Data Science, Machine Learning, or related field.
  • Hands-on experience building with LLMs (agent frameworks, tool use, RAG, prompt engineering, evals)
  • Strong understanding of modern GenAI capabilities, failure modes, and practical mitigation strategies
  • Demonstrated applied research track record delivering ML/AI systems that moved a real business or user metric
  • Ability to explain technical tradeoffs to non-technical stakeholders and write clearly
  • Bias to action; comfortable working in ambiguity with rapidly evolving requirements
  • Strong ownership mindset with a focus on improving what’s broken without waiting for permission

 

Preferred qualifications, capabilities, and skills

  • Experience with Equity Derivatives and Pricing
  • Familiarity with evaluation frameworks, LLM observability, or fine-tuning open-weight models
  • Experience scaling an agentic prototype into a production system used by real users
  • Experience designing and operating monitoring/QA processes for LLM outputs (quality, safety, reliability)

 

About JP Morgan Chase & Co.

JP Morgan Chase & Co. stands at the forefront of the global financial services industry. They offer an expansive array of products and services to a diverse clientele, including individuals, corporations, governments, and institutions. Ever since the merger of J.P. Morgan & Co. and Chase Manhattan Corporation in 2000, this industry-leading entity has become renowned for its comprehensive portfolio encompassing consumer and community banking, corporate and investment banking, commercial banking, as well as asset and wealth management. Headquartered in the vibrant city of New York, JP Morgan Chase & Co. boasts a formidable presence across over 100 countries worldwide.

Unveiling Employment Opportunities at JP Morgan Chase & Co.

Vacancies and Hiring Initiatives

JP Morgan Chase & Co. is continuously on the lookout for talented individuals eager to contribute to its legacy of excellence. The company's recruitment efforts are geared towards identifying candidates with the right blend of skills and qualifications to drive forward its various business segments. Whether you are a seasoned professional or a recent graduate, JP Morgan Chase offers a plethora of job openings across multiple disciplines.

High-Demand Positions

Among the myriad of roles, certain positions stand out for their attractive compensation packages and career advancement prospects. Notably, high-paying jobs at JP Morgan Chase & Co. include Relationship Manager, Branch Manager, and Software Engineer. These roles are critical to the firm's operations and offer lucrative opportunities for those with the requisite expertise.

Navigating the Job Market at JP Morgan Chase & Co.

Leveraging Job Portals and Job Alerts

For job seekers aiming to tap into the opportunities at JP Morgan Chase, staying updated through job portals and subscribing to job alerts is crucial. These tools can provide timely information about job openings, job fairs, and recruitment events, enabling candidates to apply promptly and prepare adequately for interviews.

Preparing Your Job Application

Your job application, comprising your resume and cover letter, is your ticket to securing an interview at JP Morgan Chase. Highlight your qualifications, skills, and experiences that align with the job listing, ensuring you stand out in the competitive job market.

Acing the Interview

Preparation is key to succeeding in your interview with JP Morgan Chase. Familiarize yourself with the company's business segments, values, and recent achievements. Demonstrating how your background and aspirations match the company's goals can significantly increase your chances of employment. A World of Job Opportunites in the Financial Services Industry JP Morgan Chase & Co. offers a world of job opportunities for those seeking to make their mark in the financial services industry. With competitive salaries, comprehensive benefits, and endless possibilities for growth, positions at JP Morgan Chase are highly coveted. By staying informed through job sites, tailoring your applications, and preparing thoroughly for interviews, you can enhance your prospects of joining the esteemed ranks of JP Morgan Chase employees. Explore the job board, seize the job opportunities, and embark on a rewarding career journey with one of the world's leading financial institutions.
Learn more about JP Morgan Chase & Co.
Size
661 employees
Market Cap
$384.5 billion
Industry
Net Income
$29.1 billion
Founded
1823
5 Year Trend
+0.7%
Revenue
$261.5 million
NASDAQ

Similar Jobs

More Jobs at JP Morgan Chase & Co.

More Finance & Insurance Jobs

Find similar Quantitative Trading & Research - Applied Researcher – Agentic AI Systems - Associate jobs: