Occupation classification (MASCO)
AI-Powered Job Description Optimization · live RAG
Select a vacancy
Pick a vacancy from the dataset to analyse
Analyse a dataset vacancy:MASCO mapping & bias scan re-run live on each selection.
Overall Score—
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Composite: inclusivity + occupation fit + salary competitiveness + JD completeness
Salary Competitiveness
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No market data for this vacancy
Market Reach
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No market data for this vacancy
RAG + Vector DB
No market data for this vacancy
Areas to Improve
Live- No salary range specified — transparent ranges lift applications.
- Job description is short — add responsibilities and requirements.
- Few skills detected — list the key skills required.
Bias Detection
Skill matrix
No skills extracted for this vacancy.
Inclusive-language rewrites
Suggested edits
Scanning JD against coded-language lexicon…