Francis Bacon
Meditationes Sacrae, "Of Heresies" (Latin: ipsa scientia potestas est), 1597
The short "knowledge is power" version is a later paraphrase of his Latin. Hobbes, who once worked for Bacon, also wrote on power and often gets the credit.
Source: Wikiquote