# Global Banking & Markets, Quantitative Volatility Trader, Analyst/Associate Hong Kong [Goldman Sachs](https://www.jorb.ai/firms/goldman-sachs.md) · Hong Kong · [Sales & Trading](https://www.jorb.ai/jobs/sales-trading.md) Goldman Sachs is hiring a Global Banking & Markets, Quantitative Volatility Trader, Analyst/Associate Hong Kong in Hong Kong. Posted 2026-06-08; applications close 2026-08-07. **Apply**: https://hdpc.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/LateralHiring/job/158714 Posted 1d ago. ## Role details ## Overview Quantitative Volatility Trading, Goldman Sachs’ electronic market-making team, is seeking a **Junior Quantitative Trader** to help grow its options trading business in Hong Kong. This role is ideal for a trader with **1–4 years of experience** in options market making or electronic trading who combines strong quantitative judgment with a hands-on approach to solving trading problems. You will work at the center of a highly automated trading business, making and improving real-time pricing and risk decisions across a complex options portfolio. You will have direct responsibility for monitoring and optimizing our options market-making platform. In partnership with research and engineering, you will analyze system behavior, refine trading logic, improve models and tools, and help scale the business through better pricing, execution, and risk management. This is a highly collaborative role for someone who is curious, commercially minded, and excited by fast feedback loops, complex market dynamics, and continuous improvement. ## Responsibilities - Make real-time trading and risk decisions across an electronic options market-making business - Monitor and optimize the behavior of automated trading systems in live markets - Analyze pricing, hedging, execution, and inventory outcomes to improve trading performance - Investigate unusual market events, trading outcomes, and system behavior to identify actionable improvements - Partner closely with quantitative researchers and software engineers to develop, test, and deploy new models, strategies, and tooling - Contribute to the calibration and enhancement of options pricing and risk frameworks - Help improve the scalability, robustness, and efficiency of the trading platform - Use data-driven analysis to evaluate strategy performance and prioritize enhancements ## Skills and Experience - **1–4 years of experience** on an options market-making, electronic trading, or quantitative trading team - Strong understanding of **options pricing, volatility, and risk management** across a multi-instrument book - Demonstrated ability to apply **systematic and analytical thinking** to trading and risk problems - Prior experience with reading and writing code in a professional capacity; **Python and/or C++ a plus** - Comfortable working with data to analyze trading outcomes and improve decision-making - Ability to operate effectively in a fast-paced, high-accountability environment - Strong communication skills and a collaborative approach to working with traders, researchers, and engineers ## Preferred Qualifications - Experience working with **electronic or automated market-making systems** - Familiarity with **market microstructure**, hedging workflows, and live risk management - Experience evaluating or improving trading models, signals, or execution logic - Knowledge of listed options in Asian or global markets ## About Goldman Sachs At Goldman Sachs, we commit our people, capital and ideas to help our clients, shareholders and the communities we serve to grow. Founded in 1869, we are a leading global investment banking, securities and investment management firm. Headquartered in New York, we maintain offices around the world. We believe who you are makes you better at what you do. We’re committed to fostering and advancing diversity and inclusion in our own workplace and beyond by ensuring every individual within our firm has opportunities to grow professionally and personally, from training and development opportunities and firmwide networks to benefits, wellness and personal finance offerings and mindfulness programs. Learn more about our culture, benefits, and people at GS.com/careers. We’re committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process. Learn more: https://www.goldmansachs.com/careers/footer/disability-statement.html © The Goldman Sachs Group, Inc., 2023. All rights reserved. Goldman Sachs is an equal opportunity employer and does not discriminate on the basis of race, color, religion, sex, national origin, age, veterans status, disability, or any other characteristic protected by applicable law. ## Applying to this role This Global Banking & Markets, Quantitative Volatility Trader, Analyst/Associate Hong Kong role at Goldman Sachs runs through the firm's own careers portal and expects a CV and cover letter written specifically for the posting, not a portable submission carried across firms. Jorb AI's application agent tailors a CV and cover letter from your background to this posting and tracks the role alongside the rest of your applications. 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