It depends on how one defines "combat." Are tanker crews leaving from Qatar to refuel over Iraq in combat? Are the F-15s and F-22s patrolling in combat? How about the security forces guarding the gates at bases in Afghanistan? Some answers are clear--SOF doing direct action raids, gunships and bombers dropping munitions, artillerymen firing on ISIS, etc. Some are less so.
Even then, percentages are going to vary by service and MOS/AFSC. The AF has many more people supporting than actively engaged in direct fighting than say, the Army...although even that depends on the style of combat going on at any given time.