2026 Markets Quantitative Research Program - Summer Associate - Hong Kong

Job responsibilities

• Develop mathematical models for pricing, hedging and risk measurement of derivatives securities;
• Develop mathematical models for algorithmic trading strategies as well as Delta-One trading strategies or 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 for new trading ideas;
• Assess the appropriateness of quantitative models and their limitations, identifying and monitoring the associated model risk;
• Implement risk measurement, valuation models or algorithmic trading modules in software and 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.

Data Analytics

Closely embedded within the business, we drive change through innovation and business process optimization using state-of-the-art machine learning techniques such as collaborative filtering, deep learning and reinforcement learning. Our activity touches all aspects of the business from sales and client interaction, to risk management, inventory and portfolio optimization, electronic trading and market making. If you are talented graduates in machine learning and related fields who want to join the transformation of our investment bank into a data-led business, you'll have the chance to:

Job responsibilities

• Contribute directly to the business and client franchise; identify and generate revenue opportunities
• Understand the market drivers behind market moves and their cross-asset and cross-market implications
• Work with cutting edge technology and analytics to infer pricing, hedging and idea generation
• Conduct quantitative research on medium to high frequency trading strategies
• Develop portfolio construction methodologies and new modeling approaches across our systematic businesses

About you
We are looking for innovative problem-solvers with a passion for developing complex solutions that support our global business.

Required qualifications, capabilities and skills:

• Currently enrolled in Ph.D. or a Master's degree program in Mathematics, Physics, Engineering, Computer Science, Machine Learning, Statistics or other quantitative fields
• Foundational knowledge of and proficiency in one or more programming languages (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 explaining technical material to a non-technical audience
• Expected graduation beyond December 2026

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 that demonstrate the kind of person you are and the differences you could bring to the team.

Application Deadline

March 31st, 2026 (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.

Please click here to complete the online application.

What's next?

Help us learn about you by submitting a complete and thoughtful application, which includes your resume. Your application and resume is a way for us to initially get to know you, so it's important to complete all relevant application questions so we have as much information about you as possible.

After you confirm your application, we will review it to determine whether you meet certain required qualifications.

If you are advanced to the next step of the process, you'll receive an email invitation to complete a coding test, powered by HackerRank.

Completion of HackerRank is required. Your application will not be considered for further review until you have done so. We strongly encourage that you apply and complete these required elements as soon as possible, since programs will close as positions are filled.

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 accommodations for known disabilities.

Visit jpmorganchase.com/careers for upcoming events, career advice, our locations and more.

©2024 JPMorgan Chase & Co. JPMorgan Chase is an equal opportunity and affirmative action employer Disability/Veteran

ABOUT US

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. Visit our FAQs for more information about requesting an accommodation.

ABOUT THE TEAM

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.

Client-provided location(s): Hong Kong

Job ID: JPMorgan-210666149

Employment Type: FULL_TIME

Posted: 2025-11-05T19:05:02