It might be worthing checking out some of the proper airlines that fly from the UK to Venice, as they often offer highly competitive fares - sometimes less than the LCC's themselves. Alitialia (AZ) have offered some especially discounted fares recently.

You may niot get service from the Midlands, but there are plenty of flights from LHR/LGW on BA and AZ amongst others.