Redcarpet is integrated integrated into Jekyll by default and code highlighting will function as expected.
For older Jekyll blogs:
Install redcarpet gem:
gem install redcarpet
Update _config.yaml
markdown: redcarpet
For reference and further info see:
Closed Github Issue
Updated Jekyll Codebase