I believe the answer is: d. Having a master’s degree and getting a doctorate degree.
Companies in general really favour high education. Because on average (even though this may not always the case) , people with higher education tend to be perceived as candidates with wider variety of skill set compared to other candidates with lower level of education, which would contribute positively to their salary level.