What Should a Newly Applied Statistician Know Beyond the Standard Ciriculum

Oh man - more super important topics that I forget to list! I think decision theory is super important and very seldom taught to statisticians. Only by understanding expected utilities and how they depend on the distribution of risk estimates can someone really understand the irrelevance of \alpha and p-values.

Then there is another all-important learning goal: Bayesian thinking.