Google Chrome Developers/Google Developers Youtube channel has great content on Frontend optimisations by Paul Irish and others. They teach you what to measure and how. You might want to check that if you are interested in Frontend Engineering.
When your site has a large audience, every microsecond counts. Especially when you don't have someone bankrolling for your traffic. Speed plays an important part for SEO and UX.