1610s, "one who generalizes," from general (adj.) + -ist. From 1894 as "one who engages in general studies" (opposed to specialist).
a statistician has to be something of a generalist
genera
generable
general
generalisation
generalissimo
generalist
generality
generalization
generalize
generally
generalship