Danny Keogh, 28, was reported missing last night at around 9pm. It is believed that he may be in the Harehills area.
He is described as white, about 6ft tall, of muscular build with short ginger hair.
Detective Sergeant James Entwistle, of Leeds District CID, said: “Danny’s family are very concerned about him and want to know that he is okay.
“We urgently need to establish his whereabouts and would ask that anyone who has seen him or who has any information contact us immediately.”
Anyone with information is asked to call police at Elland Road on 101, quoting log 1417 of March 29.