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D. E. Shaw & Co.

D. E. Shaw & Co.

D. E. Shaw & Co., L.P. is a multinational investment management firm founded in 1988 by David E. Shaw and based in New York City. The company is known for developing complicated mathematical models and sophisticated computer programs to exploit anomalies in the market.[2][3] In 2018, Institutional Investor reported that among hedge funds, D. E. Shaw & Co. had delivered the fifth-highest returns in the world since its inception.[4]

D. E. Shaw & Co., L.P.
DE Shaw logo.png
Limited partnership
IndustryInvestment management
Founded1988 (1988)
FounderDavid E. Shaw[1]
Headquarters1166 Avenue of the Americas, New York City, New York, U.S.
Key people
Anne Dinning[1]
Max Stone[1]
Julius Gaudio[1]
Eric Wepsic[1]
Eddie Fishman[1]
ProductsHedge fund, private equity
AUMUS$50 billion (Mar 2019)[1]
Number of employees
Websitedeshaw.com [46]


1988 - 1996 - Founding & early years

The company was founded by David E. Shaw, a former Columbia University faculty member with a doctoral degree from Stanford.[5] D. E. Shaw began investing in June 1989 having secured $28 million in capital from Paloma Partners Management Co. and a couple of private investors.[3] The company’s first office was small and located above a bookstore near New York University.[3] By 1990, the company had moved to a loft on Park Avenue South, and it relocated again the following year, to Tower 45 on West 45th Street.[3]

From the start, the company carefully protected its proprietary trading algorithms.[3] Many of its early employees were scientists, mathematicians and computer programmers, including Jeff Bezos, the founder of Amazon.[3] Believing that recruiting would give his start-up a competitive advantage, David E. Shaw courted top-performing graduates from the nation’s top ranked colleges and universities.[3] The focus of recruiting shifted to liberal arts graduates in early 1992.[3]

By the mid-90s, confidentiality was ingrained in the company culture.[3]

David Shaw also placed heavy emphasis on risk management and the preservation of capital.[3] Portfolio managers were expected to perform risk analysis and, eventually, the company would charge an executive committee and a chief risk officer with using scenario analysis and stress-testing to analyze risk at both the strategy and portfolio levels.[3]

In 1994, the company’s net return was 26 percent.[3] It managed several hundred million dollars in “market-neutral strategies, including statistical arbitrage, Japanese warrant arbitrage, convertible-bond arbitrage and fixed-income trading.”[3] Its non-hedge fund activities in the mid-90s included setting up a broker-dealer subsidiary, founding the e-mail provider Juno Online Services, launching an online banking and brokerage firm, and opening an office in India focused on developing software and systems to support the company’s trading operations and online businesses.[3]

1997 - Collapse of a strategic alliance with Bank of America

In 1997, the firm returned capital to most of its early investors in favor of a structured credit facility of nearly $2 billion from Bank of America, with terms that allowed D. E. Shaw & Co. to keep a higher fraction of profits than hedge fund investors normally allow.[6] In effect, Bank of America provided an infusion of $1.4 billion to D. E. Shaw, hoping to benefit from the latter's investment expertise.[7] One year later, Russia defaulted on its debt resulting in large losses for D. E. Shaw's fixed-income trading portfolio.[8] As a result, Bank of America lost $570 million due to its investment in D. E. Shaw, and paid out an additional $490 million to settle associated shareholder lawsuits.[7]

Following the collapse of this alliance, D. E. Shaw sold off business and laid off employees, reducing its core workforce from 540 employees in 1999 to 180.[3] The company’s capital shrank from $1.7 billion to $460 million.[3]

2002 - Management transfer

David E. Shaw directed the company from 1988 to 2001. In 2002, he removed himself from day-to-day involvement in the company, and transitioned leadership to a team of six managing directors: Anne Dinning, Julius Gaudio, Louis Salkind, Stuart Steckler, Max Stone and Eric Wepsic.[3] The company's management structure of the same six-member executive committee remained intact through 2010.[5][9] In 2010 the company had more than 1,300 employees.[5]

2007 - Financial Crisis

Multistrategy fund In August 2007, at the beginning of the Financial Crisis, D. E. Shaw’s multistrategy fund had assets of $20 billion.[3] A third of the fund’s exposure was to the equity markets and equity-linked quantitative strategies.[3] As a result the fund lost five percent of its assets and had its worst performing month to that point in time.[3] By September 2008, the company’s capital was leveraged at 4x. In the final months of 2008, subsequent gains on its then $15 billion multistrategy fund had disappeared.[3]

Credit strategies Twenty percent of the company’s assets under management were in its credit strategies, and were the hardest hit during the Financial Crisis.[3]

Redemptions During the Financial Crisis, to avoid loss of portfolio value and asset firesales, D. E. Shaw displeased some clients by preventing the withdrawal of funds.[5] Those gates created time delays when clients requested that funds be returned to them.[5] By 2009, D. E. Shaw’s had returned about $2 billion at clients’ request.[3] One year later, the Financial Times reported that investors estimated the company had honored an additional $7 billion in client redemption requests.[5]

Overall impact D. E. Shaw's total assets under management fell from a high of $34 billion in 2007 to $21 billion in 2010 and the company laid off 10% of its workforce.[2][5]

Investment strategy

The company manages a variety of investment funds that make extensive use of quantitative methods and proprietary computational technology to support fundamental research in the management of its investments.[5][10][11] The company also uses qualitative analysis to make private equity investments in technology, wind power, real estate, and financial services firms and in distressed company financing.[3] In addition to its financial businesses, D. E. Shaw & Co. has provided private equity capital to technology-related business ventures. Examples include Juno Online Services, an Internet access provider, and Farsight, an online financial services platform that was acquired by Merrill Lynch.[12][13]

Assets under management

Size of assets The company had $40 billion in aggregate capital[14][15] and $15.6 billion in hedge fund assets under management as of 2011, and was ranked as the 21st-largest hedge fund by Institutional Investor.[14]

Private equity

U.S. Based In 2004, a subsidiary of one of the company's funds acquired the toy store FAO Schwarz out of bankruptcy.[16] FAO Schwarz reopened for business in New York and Las Vegas in the fall of 2004. In the same year, D. E. Shaw affiliate Laminar Portfolios acquired the online assets of KB Toys, which continued operating as eToys.com.[17] In August 2004, D. E. Shaw & Co., along with MIC Capital, proposed to inject $50M into the bankrupt WCI Steel. In December 2004, D. E. Shaw & Co. bought 6.6% of USG Corporation, a wallboard manufacturer seeking bankruptcy protection as a result of rising asbestos liabilities.[18]

In 2006 the Financial Times, describing D. E. Shaw as "a hedge fund group," reported the firm’s involvement as potential financing and investment partners for Penn National Gaming (the casino and racetrack company) as an example of the breadth of Wall Street firms' involvement in the "private equity boom".[19] The financing was required as Penn National Gaming had a market value of $3.3bn (2006) and $1.4bn in annual revenues and wanted to acquire Harrah’s Entertainment, a company with a market value of $14.7bn (2006) and at that time the largest US casino operator.[20]

In late 2009, during the Financial Crisis, the Financial Times reported that D. E. Shaw & Co. had set up a portfolio acquisitions unit, the aim of which was to acquire illiquid assets from rival hedge funds.[21]

India Based D. E. Shaw entered the Indian market in 2006,[22] with Anil Chawla, then the CEO of GE-Commercial finance, India & South East Asia, as the Country Manager. The India operations were initially headquartered in Hyderabad, Telangana. D. E. Shaw entered into several large private equity deals in the country. These included a joint-venture with India's largest private sector company, Reliance Industries, to provide financial services.[23] Other investments included real estate company DLF Assets Limited and publishing group Amar Ujala Publications, which were subject to Indian regulatory scrutiny and legal disputes.[24][25] Chawla left his position with D. E. Shaw in 2012. D. E. Shaw scaled down its private equity activities in India after 2013.[26]

Corporate structure


Lehman Brothers In 2007, David E. Shaw sold a 20% stake to Lehman Brothers as part of a broader strategy to diversify his personal holdings.[27][28] D. E. Shaw had $30 billion of assets under management in 2007.[29] At the time of its bankruptcy in September 2008, Lehman Brothers’ holdings in D. E. Shaw & Co. remained intact.[30] In 2015, Hillspire, the family office of Google chairman Eric Schmidt, acquired the 20% passive ownership stake in DESCO from Lehman Brothers Holdings Inc.[31]

Flotation candidate In 2007, the Financial Times reported that D. E. Shaw was commonly mentioned as a flotation candidate among hedge funds.[29]

Corporate affairs

Corporate responsibility

D. E. Shaw supports educational programs such as the American Regions Mathematics League,[32] Worldwide Online Olympiad Training (WOOT), United States of America Mathematics Olympiad and the International Mathematics Olympiad, Mathematical Olympiad Program, the MIT 6.370 Battlecode Competition,[33] and The Center for Excellence in Education.[34]

Prominent former employees

  • Cathy O'Neil, mathematician

  • David Siegel computer scientist and co-founder of Two Sigma[35]

  • Jeff Bezos[1] founder of Amazon

  • John Overdeck statistician and co-founder of Two Sigma[35]

  • Lawrence Summers was hired in October 2006 as managing director at D. E. Shaw & Co.[36] He left in 2008, receiving $5.2 million in compensation for one year's work.[37]

  • MacKenzie Bezos, an American novelist and philanthropist. MacKenzie Bezos is the ex-wife of Amazon founder Jeff Bezos; they met whilst both working at D. E. Shaw.[38]

Office locations

The firm has offices in New York, Boston, Hong Kong, Hyderabad, Shanghai, London, Luxembourg and Bermuda.

  • Hong Kong - Opened 2007 to focus on Chinese private equity[39][40]

  • India - Hyderabad - largest office with 600 employees after US[40]

  • USA - New York City - Headquarters Silicon Valley - Menlo Park Boston - Wellesley Kansas City - Overland Park Princeton

  • United Kingdom - Baker Street[41], London

  • China - Shanghai - 2010[40]

  • Bermuda

  • Luxembourg


Whilst not ranking in 2015; in 2016, D. E. Shaw Group's equity & equity linked strategy fund D. E. Shaw Valence ranked 18th on Penta's Top 100 Hedge Funds.[42] In the same ranking a multistrategy fund run by the company called D. E. Shaw Composite ranked 32nd in 2016 and placed 66th in 2015.[42]

See also

  • Two Sigma Investments

  • Renaissance Technologies

  • D. E. Shaw Research


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