Absolutely, you can create a custom field on the skills object to track different levels of proficiency. Usually it is a picklist with either numerical values or the descriptors you mentioned (Beginner, Intermediate, Advanced, etc.)
The skills functionality is pretty basic. It works fine for what it does. It seems to lack the ability to associate a persons proficiency to the skill.
For example, we have a skill called "Integration" but we also have users that have basic Integration skills (proficiency), intermediate Integrations skills and expert integration skills.
Is there any way to configure in such a way that we can track this?
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