Skills Taxonomy & Normalization
Turn skill chaos into structured taxonomy. Map synonyms, normalize variations, and categorize skills automatically.
The Challenge
Skills data is messy. 'JavaScript', 'JS', 'javascript', and 'Javascript' are the same skill. 'React' and 'ReactJS' match. Without normalization, search and matching fail.
The Solution
RecruitAI's Resume Parser includes built-in skills taxonomy. We normalize skill variations, map synonyms, and categorize skills into logical groups automatically.
How It Works
Extract Skills
Resume/JD Parser identifies skills mentioned in text.
Normalize
Variations are mapped to canonical names (JS → JavaScript).
Categorize
Skills are assigned to categories (Programming, Cloud, Leadership).
Output
Clean, normalized skills with categories in API response.
Key Benefits
Frequently Asked Questions
How many skills are in your taxonomy?
Our taxonomy includes 50,000+ skills across tech, healthcare, finance, and other industries. We add new skills regularly based on parsing patterns.
Can I add custom skills?
Yes, you can add custom skills and synonyms to your organization's taxonomy via API or dashboard.
Ready to get started?
Book a demo and see how RecruitAI can help with your use case.