Why did we create skill duplicates suggestion feature ?
The "Skill Duplication Suggestion" feature is available in the Skill Framework in OSP, under the "Manage Duplicates" tab. This tool helps you identify and merge duplicated skills, ensuring a clearer and more consistent skill referential.
Maintaining a clean and well-structured skill framework improves the overall performance of the 365Talents platform. It enhances the relevance of opportunity matches of your plateforme and refines the skill suggestions provided to your collaborators.
How does this algorithm works ?
We use all the skills that have been validated by a HR and that are declared at least 3 times. If two skills are close, similarity-wise, we create a link between those two skills. We then create groups of duplicates from skills linked together, and choose a head from the most occurrent skill in the group.