Perez, who surprised top teams with a third fastest in practice yesterday, produced a hot lap of 1:41.184 to equal his best qualifying result of his career.
The Mexican ended up half a second faster than teammate Hulkenberg.
Force India, who have already secured a best-ever fifth place in the team standings, can expect a bagful of points in what would be their 150th race tomorrow.