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Nowhere to hide for Goldman’s elite as AI culls jobs

Banking is one of the world's oldest professions, but people only have a profession if they have a job, and as Wall Street drives to full automation there are fewer jobs to go round

Key takeaways

  • At its height back in 2000, the US cash equities trading desk at Goldman Sachs’s New York headquarters employed over 600 traders who bought and sold stock on the orders of the investment bank’s largest clients.
  • Complex trading AI algorithms first began to replace human traders where the price of what’s being sold was easy to determine on the market - including the stocks traded by Goldman’s old 600.
  • Next, Chavez said, will be the automation of investment banking tasks, work that traditionally has been focused on human skills like salesmanship and building relationships.
Cite or link to this article

Griffin, M. (2017) 'Nowhere to hide for Goldman’s elite as AI culls jobs', 311 Institute, 11 February. Available at: https://www.311institute.com/nowhere-to-hide-for-goldmans-elite-as-ai-culls-jobs/ (Accessed: 1 October 2026).

At its height back in 2000, the US cash equities trading desk at Goldman Sachs’s New York headquarters employed over 600 traders who bought and sold stock on the orders of the investment bank’s largest clients.

Today there are just two left and automated trading programs have taken over the rest of the work, supported by 200 computer engineers explains Marty Chavez, the company’s deputy CFO and former CIO at a Harvard symposium on automations impact on the financial services sector held last month.

The experience of Goldman's New York traders is just one early example of the rise of automation, that's increasingly taking over Wall Street, that began with the rise in computerised trading, but which has accelerated over the past five years, moving into more areas of finance that were once dominated by humans.

Now, Chavez, who will become Goldman's new CFO in April, says other areas of trading such as currencies and even investment banking are all moving in the same direction and it's bad news for the banks thousands of employees.

According to Coalition, a UK firm that tracks the industry, nearly 45 percent of all trading is now done electronically, and not to be left out Wall Street's hastily rolling out new automation technology, such as artificial intelligence (AI) to replace its high earners.

The average compensation for bankers in sales, trading and research at the world's twelve largest global investment banks, which includes Goldman, is over $500,000, with over seventy five percent of all Wall Street compensation going to these highly paid “front end” employees.

Ironically for the highly paid staff who survive these automation projects automation will make them even richer.

“The pay of the average managing director at Goldman will probably get even bigger, as there are fewer lower level people to share the profits with,” says Babson College professor Tom Davenport.

Complex trading AI algorithms first began to replace human traders where the price of what’s being sold was easy to determine on the market - including the stocks traded by Goldman’s old 600. Now areas of trading like currencies and futures, which are not traded on stock exchanges but have prices that fluctuate, are coming in for more automation as well, and in order to execute these trades, companies are busy designing algorithms that emulate as closely as possible what a human trader would do.

Goldman Sachs has already begun to automate currency trading, and has consistently found that four traders can be replaced by one computer engineer, now, out of a total staff of around 9,000 people, about one third of Goldman’s employees are computer engineers.

Next, Chavez said, will be the automation of investment banking tasks, work that traditionally has been focused on human skills like salesmanship and building relationships. While he says those “rainmakers” won’t be replaced entirely, Goldman has already mapped 146 distinct steps taken in any Initial Public Offering (IPO) of stock, and many are “begging to be automated,” he says.

Reducing the number of investment bankers would let the bank save tens, maybe even hundreds of millions of dollars, great for the firm, not so great though for the employees these new systems replace. Investment bankers working on corporate mergers and acquisitions at large banks like Goldman make on average $700,000 a year, and in a good year they can earn far more, but all that looks set to change in the future - just take off a seven and four zeros.

Chavez himself is an example of the rising role of technology at Goldman Sachs. It’s his expertise in risk that makes him suited to the task of CFO, a role more typically held by accountants.

“Everything we do is underpinned by math and a lot of software,” he told the Harvard audience.

Goldman’s new consumer lending platform, Marcus, a debt consolidation and advice platform that's run entirely by software, with no human intervention, and more recently Goldman has filed patents to put - and automate - FX trading on the blockchain.

Chavez explains that Marcus was nurtured like a small startup within the firm and launched in just 12 months, and it’s a model Goldman's going to use more and more over the coming years - housing development groups in “bubbles” in some of the now empty trading spaces in Goldman’s New York headquarters.

“Those 600 traders, there is a lot of space where they used to sit,” he said. However, for those who think Chavez himself is safe from automation, well, Bridgewater Associates, the world's largest hedge fund with $160 Billion under management, and who are automating the entire company, might have something to say about that...

FAQ

Why does this matter?

Banking is one of the world's oldest professions, but people only have a profession if they have a job, and as Wall Street drives to full automation there are fewer jobs to go round

Matthew Griffin

About the author

Matthew Griffin Founder, 311 Institute

Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath."

Read full bio

Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath." 15-time best selling author of the "Codex of the Future" series, Matthew is the Founder and Futurist in Chief of the 311 Institute, a global Futures and Deep Futures advisory firm working with royal households, world leaders, G7, G20, and G77 governments, NGOs, and multi-national mid and mega cap firms to help them explore, shape, and lead the next 50 years of business and society.

An award-winning YouTube creator with over a million followers, with an unrivalled global reach and impact, Matthew is a highly sought-after international keynote speaker, lecturer, and mentor who collaborates with global leaders through the United Nations Alliance of Civilizations (UNAOC) and United Nations General Assembly (UNGA) to shape pivotal initiatives such as the UN’s AI for Humanity program, the United Nations Conference of the Parties (UN COP), and the World Economic Forum in Davos.

As the former Global Head of Cloud, National Security, and Enterprise Sales for companies including Atos, Dell-EMC, and IBM, Matthew has a proven track record of building multi-billion dollar business units and turning failing divisions into market leaders. His ability to identify, analyse, and communicate the implications of hundreds of emerging technologies and trends is unparalleled, and his insights are trusted by many of the world’s most respected organisations, including ABB, Accenture, Adidas, AON, ARM, BCG, Centrica, Citi, Coca-Cola, Dentons, Deloitte, Dow Jones, EY, Google, KPMG, Lego, Legal & General, LinkedIn, Microsoft, PepsiCo, Qualcomm, RWE, Samsung, Siemens AG and Siemens Energy, T-Mobile, UBS, VISA, Walmart, Workday, Worldpay and many others.

Regularly featured in the global media including the AP, BBC, Bloomberg, CNBC, Discovery, Forbes, Khaleej Times, Telegraph, TIME, ViacomCBS, WIRED, and the WSJ, Matthews mission is to help organisations create a fair and sustainable future whose benefits are shared by everyone irrespective of their ability, background, or circumstances.

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Sources and further reading

  1. Coalition coalition.com
  2. Default babson.edu
  3. Marcus marcus.com

Source: first published by the 311 Institute on 11 February 2017. Cite as: Griffin, M. (2017). Nowhere to hide for Goldman’s elite as AI culls jobs. 311 Institute. https://www.311institute.com/nowhere-to-hide-for-goldmans-elite-as-ai-culls-jobs/

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