In The Spotlight
Quantitative Investment Strategies
The Quantitative Investment Strategies (QIS) team is celebrating 35+ years of investing. See what makes us different and how we seek to deliver value to our clients.
Unlocking the Power of DataHear from our leadership on how we aim to maintain our edge as the investment landscape evolves.
What Makes Us Different
People: One of the Longest Tenured Data-Driven Investors on the Street Process: In Pursuit of an Informational EdgePlatform: Powered by Goldman Sachs; Innovation Is in Our DNA Performance: Know More, See Better, Act Faster
- 35-year veteran in systematic, data-driven investing and 10+ years leveraging AI
- 80+ experienced market practitioners and data scientists, backed by 90+ engineers
- Culture of continuous investment research and innovation, incrementally adding new information each year
- Investment Ideas backed by economic rationale with >100 high quality datasets, AI, and human oversight to seek to balance the trade-off between the portfolio’s overall expected return, active risk budget, transaction costs and sustainability
- Backed by the breadth, depth, and economies of scale of Goldman Sachs, and enabled by the organization’s investments in data and technology
- Edge in harnessing the power of diversified data sources through advanced statistical analysis
- Demonstrating proven long-term track record of robust performance
- Achieving strong risk-adjusted performance rankings relative to peers
- Seeking differentiated implementation
At a Glance
$125+
BillionAssets Under Supervision
35+
YearsInvesting Experience
1+
TrillionDatapoints Ingested
Source: Goldman Sachs Asset Management as of March 31, 2025.
Quant Investing: Why It Matters & Our Approach
We find ourselves in a new era marked by significant AI advancements exponential growth in data, and increasingly complex markets.

Our Leadership Team




Osman Ali
Global Co-Head of Quantitative Investment Strategies (QIS)

Dennis Walsh
Global Co-Head of Quantitative Investment Strategies (QIS)

Hania Schmidt
Global Co-Head of Client Portfolio Management, Quantitative Investment Strategies

Laurene Azoulay
Global Co-Head of Client Portfolio Management, Quantitative Investment Strategies
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