 Cornejo was first selected by the Washington Senators, in the third round of the amateur draft, and again in the second round of the secondary phase of the 1970 draft, but did not sign.The Mets drafted him in the third round of the secondary phase of the amateur draft, and were also unable to sign him.He eventually signed with the Mets when they drafted him again in the 21st round of the amateur draft.