We do not currently know of any antonyms for drill instructor.
The noun drill instructor is defined as:
The generic term for the principal instructor of fresh military recruits undergoing basic training in the various branches of the United States military, routinely abbreviated to the initialismDI; always filled by enlisted personnel (a sergeant or petty officer).