Diesch is a German surname. Notable people with the surname include:
Eckart Diesch (born 1954), German sailor Jörg Diesch (born 1951), German sailor Kellen Diesch (born 2000), American football player Otto Diesch (born 1896, date of death unknown), Argentine sprinter