It is costing Taxpayers almost $3 million a month in overtime for staff at Queensland's prisons.

The rising costs have been blamed on the state's rising prisoner population as the union argues not enough staff are available to cover rosters.

Over the 11 months until the end of May, the total Queensland Corrective Services staff overtime bill hit $30.16 million.