Why does Eclipse launch so slowly on Mac OS X?
I was able to resolve the issue.

I inspected the logs and noticed the PyDev plugin was searching for a Python 2.5 interpreter (which had been installed on previous OS X installations). After I removed the Python 2.5 interpreter from PyDev's list of configured interpreters, the issue vanished.