Answer by Justin Ma:
Standard error represents the standard deviation of an estimator. It should be used when you are making inferences or trying to describe your estimate.
The standard deviation is a parameter of the population (not the sample).
Make sure you understand the difference between a statistic and parameter; as well as sample and population.