GBM - Public Dept - Loan Management - Trade Analytics - Analyst - Bengaluru
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Job Description
About Goldman Sachs
The Goldman Sachs Group is a bank holding company and a leading global investment banking, securities and investment management firm. Goldman Sachs provides a wide range of services worldwide to a substantial and diversified client base that includes corporations, financial institutions, governments and high net worth individuals. Founded in 1869, the firm is headquartered in New York and maintains offices in London, Frankfurt, Tokyo, Hong Kong and other major financial centers around the world.
Business Unit Overview
The Loan Management team is a business unit within the Global Markets division, primarily supporting the Mortgage Loan Trading and Structured Finance desks. The team is a multi-faceted diligence and asset management platform specializing in whole loan acquisition, sales, securitizations, and financing opportunities. The Loan Management team has product expertise across mortgages, consumer loans, real estate, and warehouse financing.
Loan Management is seeking an Associate/Analyst to support Global Markets Mortgage Loan Trading and Banking trades. The successful candidate will be responsible for the analysis of performing and non-performing loan acquisitions, sales, securitizations, P&L reporting, and back-testing.
Responsibilities
- Work with the trading desk on various stages of potential non-performing ,re-performing loan and new originations/forward flow bids (NPL/RPL/ New Orig). This includes understanding the pool and bid data, normalizing and loading loan level data into internal databases, analyzing and stratifying pools, determining appropriate modeling assumptions.
- Interact with the Mortgage Banking team on deal securitizations to produce analytics, schedules for the governing documents, accurate loan level data, and work with transaction managers on diligence items
- Understand the month over month portfolio changes and the drivers behind them for all the mortgage whole loan positions on our books. Work with the desk on monthly marking of residential mortgage positions.
- Collaborate with transaction managers and due diligence teams to ensure all post-bid activities data related to final settlement of awarded bids are accurately reflected in the systems
- Provide thoughtful monthly qualitative and quantitative analysis on the key drivers of portfolio performance and recommend actionable strategies to the trading desk
- Produce detailed monthly reports on P&L, returns, cash flows and collateral performance of the loan portfolio across multiple portfolios
- Collaborate across internal teams (Data Management, Operations, Technology, Controllers, Risk and Modeling) to ensure the quality of data, accurate cash processing and valid modeling assumptions.
- Collaborate with external portfolio servicers/managers to understand their business plan and how it tracks against the actual performance. Understand the nuances of every geography while building an understanding of collateral.
- CA or MBA in Finance with strong academic background. CFA preferred.
- 2-3 years of experience
- Superior analytical skills and attention to detail
- Exceptional communication skills with the ability to manage internal and external relationships.
- Advanced Excel skills with knowledge in advance functions such as vlookup, ifs, sumproducts, index/matches, etc.
- Technical Skills including CAS, Excel VBA, SQL Programming and Tableau a huge plus
- Ability to perform under fast-paced environment with tight time constraint
- Up-to-date with emerging business, economic, and market trends
Looking to get Placed? Try our Placement Guarantee Plan
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&aposre 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.
Were 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 employment/affirmative action employer Female/Minority/Disability/Veteran/Sexual Orientation/Gender Identity
Skills
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About Company
Goldman Sachs India Careers 2025
Goldman Sachs is a leading global investment banking, securities, and investment management firm, renowned for advising corporations, governments, and institutions on strategic transactions, capital raising, and risk management. Founded in 1869 and headquartered in New York, Goldman Sachs established its India presence in 2004 with offices in Bengaluru, Hyderabad, and Mumbai. The India operations serve as both a front‑office hub for client coverage and a global capability center for engineering, risk, and operations.
Business Model – Goldman Sachs operates across four primary segments: Investment Banking, Global Markets, Asset & Wealth Management, and Platform Solutions. Its B2B revenue model is driven by advisory fees, trading revenues, asset management fees, and lending income. In India, the firm combines client‑facing deal teams with global service delivery, leveraging deep domain expertise in M&A, capital markets, quantitative research, and technology engineering to support global mandates.
Recent Wins & Recognition –
- In 2024, Goldman Sachs was awarded Platinum‑level Champion in WEConnect International’s Top Global Champions for Supplier Diversity & Inclusion, recognising its leadership in inclusive procurement. (https://www.goldmansachs.com/our-firm/sustainable-finance/our-operational-impact/historical-milestones-awards-and-recognitions)
- The firm opened its new LEED Platinum and WELL Platinum certified Hyderabad campus, reinforcing its commitment to sustainable operations and employee well‑being. (https://www.goldmansachs.com/our-firm/sustainable-finance/our-operational-impact/historical-milestones-awards-and-recognitions)
- Goldman Sachs accelerated its generative AI initiatives, developing over a dozen projects including natural‑language code generation and automated documentation tools. (https://economictimes.indiatimes.com/topic/goldman-sachs-generative-ai-projects/news)
- FY‑2024 results saw net income jump +67.6% and a 33% dividend increase, alongside a rebound in M&A advisory activity in 2025. (https://www.monexa.ai/blog/goldman-sachs-ai-strategy-m-a-challenges-and-divid-GS-2025-03-24)
Culture & Values – Goldman Sachs is anchored by its Business Principles, which emphasise client service, excellence, integrity, and teamwork. The firm fosters a high‑performance culture with a strong focus on meritocracy, continuous learning, and diversity & inclusion. In India, employees benefit from global mobility programs, mentorship networks, and community engagement initiatives such as 10,000 Women and 10,000 Small Businesses.
Client‑Facing & Internal Domains – Goldman Sachs India
Investment Banking
What it is – Advisory on mergers, acquisitions, restructurings, and capital raising. India‑based roles include:
- M&A Advisory – Deal structuring, valuation, and negotiation support.
- Equity & Debt Capital Markets – IPOs, bond issuances, and syndications.
- Strategic Advisory – Cross‑border transactions and shareholder activism defense.
Global Markets
What it is – Sales, trading, and market‑making in equities, fixed income, currencies, and commodities. India‑based roles include:
- Trading & Structuring – Derivatives, structured products, and hedging solutions.
- Sales & Client Coverage – Institutional client relationship management.
- Quantitative Research – Pricing models, risk analytics, and algorithmic strategies.
Asset & Wealth Management
What it is – Investment management for institutions, high‑net‑worth individuals, and retail clients. India‑based roles include:
- Portfolio Management – Multi‑asset strategies and ESG integration.
- Research & Analytics – Equity, credit, and macroeconomic research.
- Client Advisory – Wealth planning and customised investment solutions.
Platform Solutions & Engineering
What it is – Technology‑driven financial products and operational platforms. India‑based roles include:
- Transaction Banking – Digital cash management and payments.
- Consumer Platforms – Credit cards, lending, and digital finance products.
- Engineering & AI – Software development, data engineering, and generative AI projects.
Internal Functions
What it is – Corporate services that enable global operations. India‑based roles include:
- Risk Management – Credit, market, and operational risk oversight.
- Compliance & Legal – Regulatory adherence and policy governance.
- Finance & Operations – Treasury, accounting, and trade settlement.
Important dates & deadlines?
Application Deadline
08 May 25, 11:17 AM IST
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