2025-09-11 DOJ SDNY press_release 117 KB 4,758 chars

Quant At Investment Management Firm Charged With Securities And Wire Fraud

Caption
United States v. Jian Wu, et al.
summary

Jian Wu, a former quantitative modeler, was charged with securities fraud, wire fraud, and money laundering for manipulating trading models to secure $23 million in unearned compensation.

paragraph

Jian Wu is charged with wire fraud, securities fraud, and money laundering following a scheme to inflate his compensation at a New York-based investment firm. Between 2021 and 2023, Wu manipulated algorithmic model parameters and misrepresented performance data to secure approximately $23 million in unearned pay. He faces a maximum potential sentence of 20 years in prison for each of the three counts.

narrative

Jian Wu, a former modeler at a Manhattan-based quantitative investment firm, was indicted for a scheme to defraud his employer through the manipulation of algorithmic trading models. Between 2021 and 2023, Wu covertly altered model parameters and used misleading data sets to inflate his performance metrics, resulting in an unearned compensation award of approximately $23 million. He used a portion of these funds to purchase a multimillion-dollar Manhattan apartment. Upon discovery of the fraud, Wu attempted to conceal his tampering through further unauthorized model changes before being fired in 2024. Wu is currently a fugitive facing charges of wire fraud, securities fraud, and money laundering, each carrying a maximum 20-year sentence. Additionally, the SEC has initiated separate civil proceedings against him.

Enriched metadata

Scheme
accounting-fraud (95%)
Court
Southern District of New York
Outcome
charged · 2025-09-11
Victim loss
$23,000,000
Classified accounting-fraud(confidence 95%). EDGAR detection: forms 10-K/10-Q/8-K/NT 10-K· recall 80% / precision 48%. detection rule →
Parties
jian wuthe outstanding work of the fbiu.s. attorney's office, southern district of new york
Keywords
firmmodelssecuritiesinvestment managementmanagement firminvestmentfraudwire fraudlinkquant investmentfirm securitiessecurities wiregovernment non-governmentnon-government sitessites typically

Extracted insights

Dollar amounts 1
  • $23.00M $23 million $10M–$100M
Entities 4
  • person jian wu
  • scheme_term one count each of wire fraud, securities fraud, and money laundering
  • agency the outstanding work of the fbi
  • agency u.s. attorney's office, southern district of new york
Triples 16
  • U.S. Attorney's Office, Southern District of New York Announced An Indictment charging JIAN WU with engaging in a scheme to defraud his employer, a New York-based investment management firm (the “Firm”), by secretly manipulating computer-based algorithmic investment models that were used to execute securities trading strategies at the Firm
  • Jian Wu Deceived His employer, a quantitative trading firm
  • Jian Wu Used His technical abilities to cheat his employer out of millions
  • Jian Wu Abused His position to manipulate data models
  • Jian Wu Allegedly Manipulated data models, which resulted in an undeserved multimillion-dollar award for his unlawful actions
  • Jian Wu Designed Models, which were approved and released for use
  • Jian Wu Covertly made Post-release changes to the models’ parameters, which significantly altered the models’ behavior
  • Jian Wu Secretly tested His models on data sets that misrepresented how the models would perform once approved and released
  • The Firm Rewarded WU with an inflated year-end compensation of approximately $23 million
  • WU Used A portion of his compensation to purchase a multimillion-dollar apartment in Manhattan
  • The Firm Uncovered WU’s scheme
  • WU Made Additional unauthorized changes to the models’ parameters in an attempt to conceal his prior tampering
  • The Firm Fired WU in 2024
  • Jian Wu Is charged with One count each of wire fraud, securities fraud, and money laundering
  • Mr. Clayton Praised The outstanding work of the FBI
  • Mr. Clayton Expressed appreciation for The assistance
View original DOJ press releasejustice.gov
Extracted body text (4,758c)
Press Release Quant At Investment Management Firm Charged With Securities And Wire Fraud Thursday, September 11, 2025 Share FacebookLinks to other government and non-government sites will typically appear with the “external link” icon to indicate that you are leaving the Department of Justice website when you click the link. XLinks to other government and non-government sites will typically appear with the “external link” icon to indicate that you are leaving the Department of Justice website when you click the link. LinkedInLinks to other government and non-government sites will typically appear with the “external link” icon to indicate that you are leaving the Department of Justice website when you click the link. Email For Immediate Release U.S. Attorney's Office, Southern District of New York United States Attorney for the Southern District of New York, Jay Clayton, and Assistant Director in Charge of the New York Field Office of the Federal Bureau of Investigation (“FBI”), Christopher G. Raia, announced today an Indictment charging JIAN WU with engaging in a scheme to defraud his employer, a New York-based investment management firm (the “Firm”), by secretly manipulating computer-based algorithmic investment models that were used to execute securities trading strategies at the Firm. WU is currently a fugitive, and the case has been assigned to U.S. District Judge Paul G. Gardephe.“As alleged, Jian Wu deceived his employer, a quantitative trading firm, into paying him millions of dollars of unearned compensation,” said U.S. Attorney Jay Clayton. “Wu’s employer trusted him to act with integrity when creating models for the firm’s use. Instead, Wu used his technical abilities to cheat his employer out of millions. This Office will continue to work closely with our law enforcement partners to investigate, detect, and prosecute fraud in the securities markets wherever we find it.” “Jian Wu allegedly abused his position to manipulate data models, which resulted in an undeserved multimillion-dollar award for his unlawful actions,” said FBI Assistant Director in Charge Christopher G. Raia. “In doing so, Wu betrayed the trust of his employer who relied on his expertise. The FBI continues its steadfast promise to hold accountable those who seek to exploit their positions to generate illicit compensation.”As alleged in the Indictment:[1]WU was employed as a modeler at the Firm, a quantitative investment management firm in Manhattan. In his role, WU designed models for the Firm’s investment vehicles and related funds, using data to build price forecasting models that generated forecasts on stocks and other financial instruments.Between 2021 and 2023, WU deceived the Firm by manipulating trading models he created in order to increase his own compensation. Specifically, WU designed models, which were approved and released for use, and then covertly made post-release changes to the models’ parameters, which significantly altered the models’ behavior. WU also secretly tested his models on data sets that misrepresented how the models would perform once approved and released. As a result of these changes and misrepresentations, the Firm rewarded WU with an inflated year-end compensation of approximately $23 million. WU then used a portion of his compensation to purchase a multimillion-dollar apartment in Manhattan. When the Firm uncovered WU’s scheme, WU made additional unauthorized changes to the models’ parameters in an attempt to conceal his prior tampering. The Firm fired WU in 2024.* * *WU, 34, of China, is charged with one count each of wire fraud, securities fraud, and money laundering, each of which carries a maximum sentence of 20 years in prison. The maximum potential sentences are prescribed by Congress and provided here for informational purposes only, as any sentencing of the defendant will be determined by the judge. Mr. Clayton praised the outstanding work of the FBI. Mr. Clayton also expressed appreciation for the assistance of the U.S. Securities and Exchange Commission, which separately initiated civil proceedings against the defendant today.The case is being handled by the Office’s Securities and Commodities Fraud Task Force. Assistant U.S. Attorneys Alexander Li and Alexandra Rothman are in charge of the prosecution. U.S. v. Wu Indictment.pdf [1] As the introductory phrase signifies, the entirety of the text of the Indictment and the descriptions of the Indictment set forth herein constitute only allegations, and every fact described should be treated as an allegation. Contact Nicholas Biase, Shelby Wratchford(212) 637-2600 Updated September 11, 2025 Topic Securities, Commodities, & Investment Fraud Component USAO - New York, Southern Press Release Number: 25-211
OCR text (4,758c · html-text · 99% conf)
Press Release Quant At Investment Management Firm Charged With Securities And Wire Fraud Thursday, September 11, 2025 Share FacebookLinks to other government and non-government sites will typically appear with the “external link” icon to indicate that you are leaving the Department of Justice website when you click the link. XLinks to other government and non-government sites will typically appear with the “external link” icon to indicate that you are leaving the Department of Justice website when you click the link. LinkedInLinks to other government and non-government sites will typically appear with the “external link” icon to indicate that you are leaving the Department of Justice website when you click the link. Email For Immediate Release U.S. Attorney's Office, Southern District of New York United States Attorney for the Southern District of New York, Jay Clayton, and Assistant Director in Charge of the New York Field Office of the Federal Bureau of Investigation (“FBI”), Christopher G. Raia, announced today an Indictment charging JIAN WU with engaging in a scheme to defraud his employer, a New York-based investment management firm (the “Firm”), by secretly manipulating computer-based algorithmic investment models that were used to execute securities trading strategies at the Firm. WU is currently a fugitive, and the case has been assigned to U.S. District Judge Paul G. Gardephe.“As alleged, Jian Wu deceived his employer, a quantitative trading firm, into paying him millions of dollars of unearned compensation,” said U.S. Attorney Jay Clayton. “Wu’s employer trusted him to act with integrity when creating models for the firm’s use. Instead, Wu used his technical abilities to cheat his employer out of millions. This Office will continue to work closely with our law enforcement partners to investigate, detect, and prosecute fraud in the securities markets wherever we find it.” “Jian Wu allegedly abused his position to manipulate data models, which resulted in an undeserved multimillion-dollar award for his unlawful actions,” said FBI Assistant Director in Charge Christopher G. Raia. “In doing so, Wu betrayed the trust of his employer who relied on his expertise. The FBI continues its steadfast promise to hold accountable those who seek to exploit their positions to generate illicit compensation.”As alleged in the Indictment:[1]WU was employed as a modeler at the Firm, a quantitative investment management firm in Manhattan. In his role, WU designed models for the Firm’s investment vehicles and related funds, using data to build price forecasting models that generated forecasts on stocks and other financial instruments.Between 2021 and 2023, WU deceived the Firm by manipulating trading models he created in order to increase his own compensation. Specifically, WU designed models, which were approved and released for use, and then covertly made post-release changes to the models’ parameters, which significantly altered the models’ behavior. WU also secretly tested his models on data sets that misrepresented how the models would perform once approved and released. As a result of these changes and misrepresentations, the Firm rewarded WU with an inflated year-end compensation of approximately $23 million. WU then used a portion of his compensation to purchase a multimillion-dollar apartment in Manhattan. When the Firm uncovered WU’s scheme, WU made additional unauthorized changes to the models’ parameters in an attempt to conceal his prior tampering. The Firm fired WU in 2024.* * *WU, 34, of China, is charged with one count each of wire fraud, securities fraud, and money laundering, each of which carries a maximum sentence of 20 years in prison. The maximum potential sentences are prescribed by Congress and provided here for informational purposes only, as any sentencing of the defendant will be determined by the judge. Mr. Clayton praised the outstanding work of the FBI. Mr. Clayton also expressed appreciation for the assistance of the U.S. Securities and Exchange Commission, which separately initiated civil proceedings against the defendant today.The case is being handled by the Office’s Securities and Commodities Fraud Task Force. Assistant U.S. Attorneys Alexander Li and Alexandra Rothman are in charge of the prosecution. U.S. v. Wu Indictment.pdf [1] As the introductory phrase signifies, the entirety of the text of the Indictment and the descriptions of the Indictment set forth herein constitute only allegations, and every fact described should be treated as an allegation. Contact Nicholas Biase, Shelby Wratchford(212) 637-2600 Updated September 11, 2025 Topic Securities, Commodities, & Investment Fraud Component USAO - New York, Southern Press Release Number: 25-211