To remove a skill:

1. Go to myaccount.

2. Click on Edit your profile.

3. Under the Education &  Skills tab, locate the Professional Skills pane. Locate the skill that you wish to remove.

4. To the right of that skill is an X. Click on it.

5. Click on Save at the bottom of the page.