How do I use STDDEV?

A community member was was trying to use STDDEV and encountered the following:

SELECT STDDEV(value) from t1
No match found for function signature STDDEV(<NUMERIC>)

Loading the druid-stats extension on both the broker and the historical resolved the issue. Here’s some context.