@Gedion Muteti
Your case seems exceptional, but I have previously heard of guys joining in the interview process when other groups are already on course.
I would advice you to try contact the KQ HR. Try to be as diplomatic and meek as possible. Perhaps, there'll be good news.
If push comes to shove, you can still apply this year, once they advertise.
All the best aviator!