Neighbour of Saudis and Omanis (6)
I believe the answer is:
yemeni
(Other definitions for yemeni that I've seen before include "language" , "Middle Easterner" , "Relating to a republic on the Arabian Peninsula" , "from the Middle East" , "Native of a country on the Arabian Peninsula" .)