Public Investing

Quantitative Investment Strategies

In complex and rapidly shifting markets, intuition is not enough. Durable alpha requires faster, more consistent, and disciplined information processing. By combining our global network, institutional data scale, and decades of quantitative investing expertise, we aim to turn market complexity into systematic investing excellence.
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How does QIS seek to use data-driven analysis to deliver investment excellence?

We believe the answer lies in our ability to cut through noise and identify meaningful signals to inform investment decisions. Clients may benefit from our ability to:

  • Transform data into actionable insights: We believe our dynamic quantitative portfolio management process supports more precise quant investing, giving you the clarity to make investment decisions with confidence.
  • Continuously evolve our process: Our signals are rigorously tested, refined, and updated continuously as markets and data change.
  • Capitalize on innovation:  We operate a framework supported by a scalable platform and a perpetual research effort dedicated to preserving our informational edge in the market. 
Our Offerings Across Asset Classes




Equity Alpha Strategies

Systematically leveraging vast amounts of data and advanced technologies in pursuit of an informational advantage, thereby seeking to deliver consistent and differentiated alpha combined with disciplined risk management across equity markets.

Learn more about our Equity Alpha Strategies

Smart Beta Equity Strategies

Seeking to offer exposure to well-established common equity factors using a rules-based, transparent, and cost-competitive portfolio construction methodology.

Learn more about our Smart Beta Equity Strategies

Absolute Return Strategies

Leveraging our time-tested alpha engine in the long/short space to offer global equity market neutral strategies.

Liquid Alternatives Strategies

Aiming to deliver alternative beta and enhanced outcomes via options-based volatility strategies, hedging overlays, and strategies that seek to replicate the investment experience of hedge funds or private equity in liquid, accessible, transparent vehicles.

Network. Data. Expertise.

As one of the world’s most influential information hubs, Goldman Sachs Asset Management’s network provides access to the people and institutions that drive markets. This access acts as a catalyst—where every connection generates insights, uncovers opportunities, and drives results.

Our scale, technology, and integration across markets enable our QIS team to identify patterns, anticipate trends, and distinguish the signal from the noise. Our informational edge stems from a universe of data that reveals what others cannot see, enabling us to deliver differentiated insights.

With 35+ years of continuous research, our team’s expertise amplifies this foundation—driving faster insights, more informed decisions, and measurable outcomes. Human oversight ensures that data-driven insights are grounded in judgment, not just computation.

Our edge is built through our network, data, and expertise, allowing us to seek distinctive results for our clients.

Our Informational Edge

The data and technology powering our informational edge.

Demonstrates processing of 1+ trillion data points and 1+ million AI training hours alongside $5.5 trillion+ in global private equity data across 6,000 tracked funds.

By pairing advanced technology with active human oversight, we build tailored investment portfolios.

Demonstrates a systematic portfolio construction process managed by 90+ professionals overseeing $200bn+ in assets under supervision across 35+ years of innovation.

We leverage our systematic framework to design bespoke investment solutions tailored to each client's unique objectives.

Demonstrates systematic design of multi-asset alpha and beta solutions customized for risk, cost, and liquidity constraints, delivered via Separately Managed Accounts (SMAs) and ETFs.
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.
quant investing: why it matters & our approach

Meet The Team

Frequently Asked Questions








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