Lee Hollender, 39, smashed a Boots store window in Prestatyn, Denbighshire, before filling the bin.
He was caught after leaving blood at the scene on 28 August.
Hollender, from Birmingham, previously admitted burglary but an arrest warrant was issued on Thursday when he failed to turn up at Caernarfon Crown Court for sentencing.
A thief who stole £9,000 worth of perfume by loading it into a wheelie bin is wanted by police.