Can someone taking Norvasc (amlodipine) also take an analgesic for pain relief?

Yes. Interestingly, you may find that you develop a little bit of lower extremity swelling if you take a non steroidal anti inflammatory medication. Both Norvasc (amlodipine) and NSAIDS are associated with such swelling and the combo may make it obvious.