The restaurant chain has failed to recover from a foodbourne illness outbreak.
Shares have fallen 50% since the summer of 2015.
Founder and Chairman Steve Ells will take over as sole CEO.
Marketing programs and coupons have failed to lure many customers back.
Chipotle has imposed a hiring freeze and warned it may not meet earnings projections for 2017.