Biology is more an observation-based science than a mathematics-based Science.
Electrical engineering, mechanical engineering, and physics in partiular, are examples of mathematics-based sciences.
In general, people with bachelor degrees in mathematics-based sciences earn more than people with bachelor degrees in observation-based sciences.