General:
* Absentminded
* Distracted
* Scatterbrained
* Spacey
* Airheaded
* Unmindful
More severe:
* Amnesiac
* Oblivious
* Unreceptive
* Inattentive
* Negligent
Informal:
* Ditzy
* Clueless
* Fuzzy
* Foggy
Positive spin (less common):
* Absent
* Thoughtless (can be positive if used to describe someone who doesn't worry about things)
The best word to use depends on the context and the specific nuance you want to convey.