VanderMeer was born in Bellefonte, Pennsylvania in 1968, and spent much of his childhood in the Fiji Islands, where his parents worked for the Peace Corps. After returning to the United States, he spent time in Ithaca, New York, and Gainesville, Florida. He attended the University of Florida for three years and, in 1992, took part in the Clarion Writers Workshop.