I use the Samsung wireless charging stand on my desk and the phone is always quite warm when I pick it up. Is this normal?
Yup, happens with my Nexus 5 and my Nokia devices as well. Inductive charging does result in quite a bit of heat generation ergo the phone is warm when you pick it up.