There's no requirement to be a physicist other than practicing physics. To be called a Doctor, you need a doctorate, sure. But there's no such requirement for physicist like there's no degree requirement to be a manager or a programmer.
Webster defines it as: "a specialist in physics"
Oxford defines it as: "an expert in or student of physics."
So by those definitions, it could just be someone studying physics book or extremely learned in the field of physics.