Bitcoin is a public ledger. Everybody can always see how much bitcoin is at each address.

You get privacy by making sure your identity is not connected to an address where you hold bitcoin.

If you withdraw from an exchange where your identity was known, the only way to get this privacy is coinjoins.

Check out samourai, wasabi, and join market.