何をするのが好きですか?[なにを するのが すきですか] is the right translation for it.
But we might say: 趣味は何ですか[しゅみ は なんですか] (What is your hobby?)、好きなことは何ですか[すきな ことは なんですか] (What are things you like to do?) more often than that.
Hope it helps!
January 27, 2016
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