Foreman install fails - Requires: rubygem(rake) and Requires: rubygem(rake) >= 0.8.3

When I try to install foreman on Oracle Linux 7.3 it fails with the following dependencies.

Requires: rubygem(rake) and Requires: rubygem(rake) >= 0.8.3