An overview and tutorial of resources for software engineering and data literacy as applicable to astronomy research software. The 1-hour talk was given to the graduate students and postdocs at the Kavli Institute for Astronomy and Astrophysics at Peking University in Beijing, China on November 30, 2015, during the Grad Dinner Talk Series.