The electrons from the jumper transfer onto the balloon.
The balloon gains a negative static charge, whilst the balloon gains a positive static charge.
The balloon is attracted to the jumper because the positively charged particles (protons) attract the negatively charged particles (electrons)
Initially both objects had a neutral charge