Biology tends towards being incredibly applied, as there is no strong theoretical foundation on which to base one's algorithms. Brute force and intuition currently outmatch cleverness and sophistication as a general rule.
However there are many other fields where the theoretical foundation is surer and so more pencil and paper mathematics accompanies the raw computer stuff.