The child went missing just before 3 p.m. on Monday in the 600 block of Chandler Mill Road.
Kennett Township Police say the child, who is on the autism spectrum, was found face down in the water on a neighbor's property later that night.
The first officer to the pond performed CPR but the child died at the hospital.