This is why you use a cleared area.

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And that's why tiny components like these should always be bought in multiples of 10, regardless of how many are needed.

Because lots of them are guaranteed to end up getting lost from clumsiness.

Dear god is this a feel I know too well...

Transfer the SMD components to a sauce plate/bowl before soldering.
Pick up components with tweezers.
Use the solder lead to prod it to the desired location.
If you can rest your forearms on the desk, it'll be much easier.