Big rockets are steered by changing the thrust vector. The main engine(s) are mounted on a gimbal allowing small changes in the thrust vector to be made. An inertial platform coupled with pitch and yaw rate sensors tell the guidance system where to steer the engine.
A bit like you balancing a broomstick on your hand, providing you can react quickly enough.