Do angels need to sleep?

It is unlikely, although we cannot be absolutely sure. In the book of Revelation this reference is made to the four living creatures in heaven:

"The four living creatures, each having six wings, were full of eyes around and within. And they do not rest day or night, saying:

"Holy, holy, holy, Lord God Almighty, Who was and is and is to come!"