What exactly does this represent ?

It is the difference between different socioeconomic classes wages. If the more educated (with better jobs) get a much higher wage and the less educated (responsible for menial work) get a very low wage like in capitalism, there we have a high income disparity. On the other hand, low income disparity means everybody is getting a similar wage, thus sailing closer to communism.