2027 Markets Quantitative Trading & Research Associate Program - Off-Cycle Internship - Hong Kong

Aumni; Hong Kong; On-site; HKD 167,000 - 234,000; Full time

Job summary

JPMorgan Chase invites talented MSc students to join the Quantitative Trading & Research (QTR) team in Hong Kong for a 3–6 month internship. You will build mathematical models, work on risk modeling, and gain hands‑on project experience under mentorship and a speaker series.

Top performers may receive offers for full‑time employment based on individual achievements and program outcomes.

Qualifications

• Expected graduation beyond December 2027.
• Currently pursuing a Master’s in a quantitative field (e.g., Mathematics, Physics, Engineering, Computer Science, Machine Learning, Statistics)
• Proficiency in at least one programming language (e.g., Python, Java, JavaScript, C++, C#)
• Demonstrates strong quantitative and problem‑solving skills as well as research ability
• Good communication of concepts, verbally and in writing

Responsibilities

• Exposure across Derivatives Pricing, Risk Management & Electronic Execution and Systematic, Data‑Driven Trading Analytics teams.
• Collaborate with traders, marketers, and risk managers to promote sales, client interaction, and risk management.
• Develop and implement mathematical models for pricing, hedging, and risk measurement of derivatives.
• Support OTC and electronic trading activities by explaining model behavior and researching ideas.
• Assess model limitations, monitor risk, and implement valuation/trading models in production.

Skills

Python

Java

JavaScript

C++

C#

Education

Master’s in Mathematics/Physics/Engineering/CS/ML/Statistics

Job description

Quantitative Trading & Research (QTR) is an expert quantitative modeling group in J.P. Morgan, as well as a leader in financial engineering, data analytics, statistical modeling and portfolio management. We’re looking for innovative problem-solvers who enjoy building complex solutions that support global business.

Over the duration of 3 - 6 months, you’ll build mathematical models and tools, gain exposure to risk modeling and investment banking, and develop through hands‑on projects, mentorship, and a speaker series.

Based on your individual achievements, those who successfully complete the program may receive offers of full-time employment.

Job Responsibilities

• As an associate in Quantitative Trading & Research (QTR), you will get exposure across Derivatives Pricing, Risk Management & Electronic Execution and Systematic, Data-Driven Trading Analytics teams that drive innovation and process optimization using machine learning (e.g., collaborative filtering, deep learning, reinforcement learning) across sales/client engagement, risk, portfolio optimization, and electronic trading/market making.
• Partner with traders, marketers, and risk managers across products and regions to promote sales, client interaction, product innovation, valuation, and risk management.
• Develop and implement mathematical models for pricing, hedging, and risk measurement of derivative securities, as well as models for algorithmic and Delta-One strategies and inventory management.
• Support both OTC and electronic trading activities by explaining model behavior, identifying major sources of risk in portfolios, carrying out scenario analyses, developing and delivering quantitative tools, and researching new trading ideas.
• Assess the appropriateness and limitations of quantitative models, monitor associated model risk, and implement valuation, risk, and trading models in production systems.
• Design efficient numerical algorithms and implementing high performance computing solutions; design and develop software frameworks for analytics and their delivery to systems and applications.
• You will apply machine learning and other advanced analytics to enhance sales and client engagement, risk management, portfolio optimization, and electronic trading and market making.
• Contribute to business outcomes and client franchise; identify revenue opportunities; develop market intuition, including cross-asset impacts.
• You will apply advanced analytics to pricing, hedging, and idea generation; research medium to high-frequency trading strategies; develop portfolio construction methods and new systematic modeling approaches.

Required qualifications, capabilities and skills:

• Expected graduation beyond December 2027
• Currently pursuing a Master’s in a quantitative field (e.g., Mathematics, Physics, Engineering, Computer Science, Machine Learning, Statistics)
• Proficiency in at least one programming language (e.g., Python, Java, JavaScript, C++, C#)
• You demonstrate quantitative and problem-solving skills as well as research ability
• You are good at communicating concepts and ideas, both verbally and via documentation, and explain technical concepts to non-technical audiences

Preferred qualifications, capabilities and skills:

• Understanding of advanced mathematics arising in financial modelling (probability theory, stochastic calculus, partial differential equations, numerical analysis, optimization, machine learning, statistics, econometrics…)
• Knowledge of options pricing theory, trading algorithms or financial regulations
• Beyond that, we’re interested in the things that make you unique: personal qualities, outside interests and achievements beyond academia and profession
• Candidates requiring visa sponsorship may apply

Application Deadline

29 November (23:59 Hong Kong time)

Applications will be reviewed on a rolling basis. We strongly encourage you to submit your application as early as possible as programs will close once positions are filled.

Join us

At JPMorgan Chase, we’re creating positive change for the diverse communities we serve. We do this by championing your innovative ideas through a supportive culture that helps you every step of the way as you build your career. If you are passionate, curious and ready to make an impact, we are looking for you.

JPMorgan Chase is committed to creating an inclusive work environment that respects all people for their unique skills, backgrounds and professional experiences. We strive to hire qualified, diverse candidates, and we will provide reasonable accommodation for known disabilities.

©2026 JPMorgan Chase & Co. JPMorgan Chase is an equal opportunity and affirmative action employer Disability/Veteran

J.P. Morgan is a global leader in financial services, providing strategic advice and products to the world’s most prominent corporations, governments, wealthy individuals and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.

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.

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. Join our internship program to work with leading professionals on innovation in financial engineering and risk management.