In a transfer unit for transferring glass articles from a supporting surface to a carry-off conveyor, a pickup member, for engaging the articles for transfer, is moved between a pickup position and a release position by an actuating device having a single articulated arm, and two electric motors activated independently to move the pickup member with respect to the articulated arm, and to move different portions of the articulated arm with respect to one another.