If it's just circuit design, the difference between an EE and a physicist is 6-9 credit hours of courses. You will both share all the necessary prerequisites in mathematics (mostly Fourier analysis, linear algebra, basic statistics, and differential equations) and electromagnetics.
New graduates in EE also can't do the things you listed :)