Very quick to assemble - approx 15 mins for the first and 10 mins for the second one I ordered.  A powerdrill will make things much easier.  

Do use the wall attachment / anti tip brackets though; my cats immediately started jumping on these two bookshelves and were noticeably making it wobble before unsecured it.