No. Apple Pay does not require an internet connection. Apple Pay uses NFC Near field communication technology. It does not use Wi-Fi or cellular technology. Apple Pay will work even if you put your iPhone 6 into Airplane Mode. Airplane Mode disables both the Wi-Fi and cellular internet.
