Do I need to turn on Bluetooth to connect to Amazfit Bip U Pro all the time?

No, you do not need to turn on Bluetooth on your phone all the time.
Turn on Bluetooth when you need to synchronize data, receive notifications, and update firmware.
After you turn off Bluetooth, the watch still tracks your steps, sleep, activities and vibrates for alarms.