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

Next Frontier Capital; New York (NY); On-site; USD 150,000 - 240,000; Full time

Benefits offered by this job

Comprehensive health care coverage

On-site health and wellness centers

Retirement savings plan

Tuition reimbursement

Mental health support

Financial coaching

Job summary

JPMorgan Chase & Co. seeks an Associate Applied Researcher to build end-to-end agentic systems that convert frontier GenAI capabilities into reliable solutions for client workflows.

You will own problem framing, dataset creation, model/agent design, evaluation, deployment and monitoring in a fast-paced environment. The role combines applied research with production engineering, requiring strong Python coding, LLM experience, and the ability to communicate tradeoffs clearly.

Qualifications

• Strong coding skills with Python and production code ownership.
• Advanced degree in CS/DS/ML or related field.
• Hands-on experience building with LLMs (agent frameworks, tool use, RAG, prompt engineering, evals).
• Understanding of GenAI capabilities, failure modes, and mitigation strategies.
• Proven track record delivering ML/AI systems that moved business metrics.
• Ability to explain technical tradeoffs to non-technical stakeholders.

Responsibilities

• Build end-to-end agentic systems: design, prototype, productionize multi-step LLM agents.
• Drive applied research: evaluate techniques and integrate into production.
• Own the full loop from problem framing to deployment and monitoring.
• Improve quality through evals, error analysis, and feedback loops.
• Partner with sales, quant research, trading, product, and engineering.
• Build and maintain production-grade, observable systems.
• Contribute to technical direction and standards for agent design.

Skills

Python

LLM development

Agent frameworks

Prompt engineering

Model evaluation

Education

Master's degree in Computer Science/Data Science/ML

Job description

Posting description

At JPMorganChase, we're building the next generation of AI-powered workflow automation. This is a hands-on role for someone who thrives on ambiguity, ships quickly, and is energized by hard technical challenges.

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)

Benefits & Compensation

• Base salary determined based on the role, experience, skill set and location.
• Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions.
• We also offer a range of benefits and programs to meet employee needs, based on eligibility.
• Comprehensive health care coverage
• On-site health and wellness centers
• A retirement savings plan
• Backup childcare
• Tuition reimbursement
• Mental health support
• Financial coaching
• More

Additional details about total compensation and benefits will be provided during the hiring process.

Why Join Us / Company Culture

We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success.

We are an equal opportunity employer and place a high value on diversity and inclusion at our company.

We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law.

We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs.

Visit FAQs for more information about requesting an accommodation.

JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans.

About the Company

J.P. Morgan's Commercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations, governments and institutions throughout the world entrust us with their business in more than 100 countries. The Commercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world.

Lead agentic GenAI systems that automate inbound client workflows end-to-end.