Geshuri was the Vice President of People Operations and Director of Global Staffing at E-Trade Financial Corporation. He also worked at Applied Materials, was an organizational effectiveness consultant for New United Motors Manufacturing, Inc., and in 2002 he co-founded ACI Technical.
Google and "Do Not Call" non-recruiting policy (2004–09)
He was the senior director of human resources and staffing at Google, where he worked from 2004 to 2009 and oversaw all aspects of recruitment. While working at Google, Geshuri was involved in activities that later became the subject of the High-Tech Employee Antitrust Litigation case that resulted in a settlement of $415 million paid by Adobe, Apple, Google and Intel. In one incident, after hearing of a complaint from Steve Jobs of Apple, Geshuri told Google's chairman Eric Schmidt that a recruiter for Google who had tried to hire an Apple employee would be "terminated within the hour" for the action, pursuant to what Schmidt called "a policy of no recruiting from Apple". Geshuri said that such terminations were taking place "every six months or so", despite efforts to make sure recruiters were aware of the policy. Geshuri maintained what he called a "Do Not Call list" of companies Google would avoid recruiting from.
Tesla (2009–17)
He was the vice president of human resources at Tesla Inc. from November 2009. Geshuri said the company was committed to bringing manufacturing jobs "back to California". In 2015, Geshuri led a hiring spree for Tesla. Geshuri placed an emphasis on hiring military veterans in large numbers. He left Tesla in May 2017, with Tesla saying he would be "taking a short break before moving on to a new endeavor".
Geshuri was appointed to the Wikimedia Foundation's board of trustees on January 5, 2016, with his appointment effective January 1, 2016, for a period of two years. Geshuri's appointment was controversial among Wikipedia editors due to his historical involvement in the collusion over recruiting practices at Silicon Valley corporations that resulted in prosecution by the U.S. Department of Justice. A contributing factor in the controversy was that his appointment also took place in the wake of the unexpected removal of another board member, Dr. James Heilman, who had been widely supported in the Wikipedia community. A non-binding petition of "no confidence" on his appointment was established, and of the 312 Wikimedia contributors commenting on the petition, 290 voted to request that Geshuri be removed from the Wikimedia Board of Trustees. The board's chair and vice chair announced on January 27, 2016 that Geshuri had decided to step down from the board. They indicated that Geshuri had said he wished to avoid letting the controversy surrounding his appointment be an ongoing distraction for the Foundation and the broader community.