Basically, physics and mathematics in junior high school and senior high school have little to do with it, as long as they can do simple calculations.
Bachelor degree or above in physics is closely related to mathematics. Mathematics is the foundation of physics because advanced physics is based on advanced mathematics. Bachelor degree or above, graduate student or below, must be proficient in advanced mathematics, linear algebra, complex variable function and integral equation, mathematical and physical methods. Graduate students need to combine their own research fields.