Phillips, who took Lionesses top of the second tier of English women's football, leaves to become assistant coach of Angel City FC in the US.
She departs Lionesses five days before their FA Cup fourth-round tie with Women's Super League side Tottenham.
"This has been an incredibly tough decision and one I haven't taken lightly," she said.