Clue: Soldier left, given cover by popular pilot, without a supervisor (11)
Answer: INVIGILATOR
Explanation: Definition: supervisor
An envelope ('given cover by') of GI ('soldier') plus L ('left') in IN ('popular') plus [a]VIATOR ('pilot') minus the first A ('without a').