(Final) Annual household income is one such example where we should not assume a normal distribution. It's not normally distributed, because most people (in the US) fall into the lower and middle income range, but there is a long right tail of higher incomes that skews the distribution to the right. Here's an example graph, and we can see the long tail: https://theglitteringeye.com/images/us-income-distribution.gif