Some pianists, (many well-known concert artists, in fact) find playing from memory easy, and some find it very difficult. The pointers in this article, from Pianist magazine, may help.

Singers often have to work from memory, in opera, for example. So, ABRSM singing exams require all song to be memorised. What is the best way to memorise vocal music? Different things work for different people.