Did the Germans work on developing nuclear weapons during World War 2?

yes, but for many reasons they made mistakes that prevented progress. By 1943 they had decided it would not be practical to build nuclear bombs before they won the war with conventional weapons & they scaled their program back to mostly basic research aimed at building nuclear power reactors after they won the war.