Ryan Tolkin, CEO of multi-strategy hedge fund Schonfeld Strategic Advisors, has suggested that artificial intelligence could largely replace traditional data analyst roles within the industry, according to a report by eFinancial Careers
Speaking on the Generating Alpha podcast, Tolkin noted that tasks such as organising and processing large datasets – once the core of many junior analyst roles – can now be completed far more efficiently through AI.
“We have tons of people today who used to spend a lot of time organising data. If programmed effectively, that can be done in a fraction of the time,” Tolkin said. While he did not specify that Schonfeld intends to reduce headcount, he acknowledged that AI could allow existing data teams to achieve more with fewer resources.
Tolkin emphasised the continuing importance of data as a source of hedge fund edge. Distinguishing meaningful signals from noise remains “critically important” to generating alpha, he added. Schonfeld’s UK accounts show a workforce comprising 30 portfolio managers, 25 technologists, and 26 operations professionals, illustrating the firm’s blend of investment and technology talent.
The comments echo broader trends in the industry. Citadel CTO Umesh Subramanian recently described AI as a “force multiplier” for portfolio managers: it can enhance performance for skilled managers, but is not a substitute for expertise.
Tolkin also spoke about the broader challenge of talent management in hedge funds. Drawing parallels with peers like Dmitry Balyasny, he stressed the importance of building a culture that attracts and retains top professionals. “We depend upon doing the simple things right and creating a culture where people are proud to wear the Schonfeld jersey,” he said.
Highlighting his personal approach, Tolkin described rigorous preparation for meetings and the value of a strong support team, noting that his edge comes partly from experience across multiple financial crises, including his early career on Goldman Sachs’ credit desk during the 2008 financial crisis.
