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Transaction Banking and Other-Bengaluru-Associate-Software Engineering

Goldman Sachs

Goldman Sachs

Software Engineering
Bengaluru, Karnataka, India
Posted on Thursday, June 6, 2024

Job Description


At Goldman Sachs, our Engineers don’t just make things – we make things possible. Change the world by connecting people and capital with ideas. Solve the most challenging and pressing engineering problems for our clients. Join our engineering teams that build massively scalable software and systems, architect low latency infrastructure solutions, proactively guard against cyber threats, and leverage machine learning alongside financial engineering to continuously turn data into action. Create new businesses, transform finance, and explore a world of opportunity at the speed of markets.

Engineering, which is comprised of our Technology Division and global strategists groups, is at the critical center of our business, and our dynamic environment requires innovative strategic thinking and immediate, real solutions. Want to push the limit of digital possibilities? Start here.

Goldman Sachs Engineers are innovators and problem-solvers, building solutions in risk management, big data, mobile and more. We look for creative collaborators who evolve, adapt to change and thrive in a fast-paced global environment.

Transaction Banking (TxB)

We aim to build a modern and digital-first transaction banking solution to serve our clients. Our business combines the strength, heritage, and expertise of a 150-year-old firm with the agility and entrepreneurial spirit of a tech start-up. Our goal is to provide a best-in-class digital product that helps clients to succeed by giving them a holistic view of their business. Through the use of modern technology built on the cloud, we are the alternative to legacy platforms. We’re a team of diverse experts helping our clients to build the future of their Treasury.

About The Team

As part of our global quant team (also known as “Strats”), you will be responsible for all modeling aspects of TxB, including portfolio management, pricing, risk monitoring, funding optimizations, fraud detection, as well as innovative analytics & reporting across products in TxB. You will be leveraging various quantitative and statistical/machine learning methods to come up with solutions that are accurate, robust and scalable.


As part of our global team you will have the following responsibilities:


  • Build pricing models for liquidity and other banking products under various market conditions
  • Perform historical data analysis to accurately model client behaviors, including liquidity outflows and funding optimizations
  • Design proper portfolio management and hedging strategies against various different market risk, including IR and FX risk
  • Build advanced end-to-end machine learning models for fraud detection including data pipeline, feature engineering and full model implementation
  • Develop scalable production quality code to implement and deploy to production environment
  • Accurately document the modeling assumptions and methodologies, and work with Model Risk team through model validations
  • Build internal analytics/ dashboards for monitoring portfolio risk and providing insights to leadership team
  • Interact closely with product/finance/risk teams to ensure smooth cross-team collaborations


  • BS/MS or PhD in a quantitative field – Mathematics, Statistics, Mathematical Finance/Financial Engineering, other Engineering
  • 3+ Years of experience in Mathematical Finance domain
  • Quantitative background including an understanding of probability and statistics
  • Strong programming background in compiled or scripting languages (Python, R, Java, etc.)
  • Ability to explain complex models and analysis to diverse audience

Preferred Qualifications

  • Knowledge of Tradable/SecDB/Slang is a strong plus
  • Experience in other transaction banking/corporate deposit modeling/treasury function as a quant is preferred
  • Interest rate/liquidity risk modeling or other similar financial modeling experience is a plus
  • Familiarity with object-oriented coding languages and production quality code development


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 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 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