Escoboza is a Spanish surname. Notable people with the surname include:

Alonso Escoboza (born 1993), Mexican footballer Jesús Alfonso Huerta Escoboza (1966–2020), Mexican professional wrestler, known professionally as "La Parka (II)"

See also Escobosa de Almazán, municipality located in the province of Soria, Spain