The name 'Jeremiah' could have been simply listed as "J". If so, there are almost two hundred possibilities in Confederate service. Do you know where this man lived in 1860? The state and county would be most helpful.
A man listed under the name given appears as a member of Co. "E", 59th Tennessee Regiment. There are three other Jeremiah Jenkins who joined military units from other Southern states.