The term Conspiracy Theorist is a slur and a pejorative in the vast majority of cases where it is applied.
Conjecturing about whether or not a particular situation might be explained by a conspiracy does NOT make one into a Conspiracy Theorist.
The term Conspiracy Theorist would accurately describe someone who makes a living at it -- like Alex Jones or David Icke.