At RC Lens, Gillot was promoted to the team's manager after Joël Müller resigned on January 24, 2005, and for the remainder of the season he guided the club to a seventh-place finish [REF].
On 6 June 2011, Gillot was officially signed on as the new head coach of Bordeaux with a two-year contract at the club [REF].