Raiders broke into the house in Old Glamis Road between 18:55 and 19:35 on Tuesday.
A full list of the items of jewellery stolen and details of the foreign currency have not yet been released by police.
Officers have asked anyone who was in the area at the time to come forward.
Police are appealing for information after a safe containing foreign currency and jewellery was stolen from a house in Dundee.