The tipoff was use of multiple smaller bombs. An American would have gone for a single bigger explosion, plus a local boy would have spent some time in a rural area developing the local ties to get some explosives for stump-blowing.
Foreign jihadis would have more explosives too, so my money is on 1-3 local jihadis.