Quoted from e-gmat.com

"Winship estimate that the three largest carriers - Delta, United, and American - each generate roughly $1 billion annually."

Should generate be plural or singular? The office answer is plural - generate. However, I learned from some other resources that "each" MUST follow singular. Can anyone chip-in?

Thanks!