Do I need to pay social security if I want to immigrate to Hong Kong in the future?

You can continue to pay social security after emigration, provided that you have not cancelled your China nationality. If you don't continue to pay, you won't enjoy the protection brought by social security in the future.

Further reading: How to buy insurance, which is good, and teach you how to avoid these "pits" of insurance.