The bed would be difficult to assemble alone; it wasn't too bad with 2 people.

The frame needs to be oriented so that the single long pieces are the sides, and each of the pieces made up of 3 attachments is the head and foot of the bed.  This wasn't clear in the instructions, but once we realized this was the case, it went together pretty quick.