DescriptionGLOBAL BANKING & MARKETS
We make markets in and clear client transactions on major stock options and futures exchanges worldwide. Through our global sales force we maintain relationships with our clients receiving orders and distributing investment research trading ideas market information and analysis.
OPERATIONS
Operations is a dynamic multi-faceted function that partners with all parts of the firm to provide banking securities and asset management services to clients around the addition Operations provides essential risk management and controls to preserve and enhance the firms assets and its reputation. For every new product launched and every trade executed it is Operations that develops and manages the processes and controls that enable business flow.
YOUR IMPACT
Are you looking to sharpen your quantitative edge while mastering complex derivative products We are seeking a professional to collaborate with traders strategists and structurers to mitigate operational risk by ensuring appropriate trade usage and accurate trade booking while actively engineering automated document review pipelines and data-driven dashboards.
In this role you will act as both a core risk specialist and a technical catalyst. You will build test and maintain the templating architecture and validation rules that drive our automated controls leverage AI to accelerate template generation and build Python-based dashboards to monitor risk and workflow metrics.
OUR IMPACT
Exotic Trade Review is a high-stakes cross product risk management team in Operations. We mitigate the risk associated with the trade booking and legal documentation of structured derivative transactions through independent and thorough review.
To scale this mission ETR leveragesa cutting-edge platform that automates the review and generation of exotic OTC trade and structured-product documents. By replacing manual document checking with a rules-driven pipeline we compare expected outputs against actual digitized documents.
JOB SUMMARY & RESPONSIBILITIES
Core Risk Management & Trade Review:Act as a product specialist reviewing all economic aspects of derivative trades. Ensure all trade economics and pricing factors are accurately captured in the risk management system while proactively identifying booking methodology weaknesses and legal documentation discrepancies.
Cross-Functional Collaboration:Partner closely with traders strategists sales and structurers as well as middle office legal product control and documentation teams to resolve booking and documentation issues.
Template & Pipeline Engineering:Author and maintain high-quality templates to generate expected document outputs from live trade data.
AI-Assisted Templating & Review:Leverage AI-driven tools and Copilot utilities to accelerate template creation optimize code and implement emerging AI-driven document review workflows.
Python & AI Dashboarding:Design build and maintain interactive dashboards and data pipelines using Python and AI tools to track operational risk metrics and provide transparency to senior stakeholders.
Validation & Logic Design:Write robust business-rule checks to validate source data.
Testing & Quality Assurance:Maintain a strict testing discipline by writing unit tests for every template entry-point.
Utilize modern developer workflows feature-branch workflows and peer reviews to manage template code and release cycles.
BASIC QUALIFICATIONS
PREFERRED QUALIFICATIONS
- Quantitative educational background
- Prior experience working with Structured Products
- Experience with AI-assisted coding tools
- Pursuing CFA/FRM
FreeMarker SQL Alteryx Python
- 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. Were committed to fostering and advancing diversity and inclusion in our own workplace and beyond by ensuring every individual within our firm has a number of opportunities to grow professionally and personally from our 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 committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process. Learn more: The Goldman Sachs Group Inc. 2026. All rights reserved.
Goldman Sachs is an equal employment/affirmative action employer
Required Experience:
IC
Employment Type : Full Time
Experience: years
Vacancy: 1