Consider the United States, a country that has spent 90% of it's life at war. It is also one of the richest countries in the world.
Warfare is a sign of a lack of empathy. That seems to correlate well with the apparent wealth of the United States.
I'd say that based on that alone, there is a strong inverse correlation between wealth and empathy.