It is worn tumblers in the lock cylinder.
I had the same problem except I had to jiggle the key just to turn also.
Ironically my new lock cylinder also does not retain the key when in run.
As long as it still keeps people from starting your car with a screwdriver and turns easy with the key, I wouldn't hassle with it.