A housemaid isn't matched the same way as a nurse. Each worker category activates a different rule set with category-specific weights — so the match score always reflects what actually matters for that role.
Profile Ingestion
Worker profile + employer job order loaded into matching engine
Category Detection
AI classifies the worker into one of 4 categories based on position
Rule Set Activation
Category-specific matching rules & weights activated for this match
Dimension Scoring
7 dimensions scored with category-adjusted weights
Match Score Output
Overall % match + fit reasons + risk flags returned
Pick a category to see its rule set, then select a real worker to see how the category-specific weights produce a match score.
Family-fit first, skills second
Household size, children count, living arrangement compatibility
Attendance history, contract completion rate, absconding risk
Medical certificate, grooming standards, health compliance
English/Arabic level vs employer household language needs
Expected salary within employer budget range (±15%)
Select a Domestic worker
Rule
Domestic
Skilled
Unskilled
Professional
Reliability
20%
—
—
—
Skill
—
30%
—
—
Experience
—
25%
—
—
Language
15%
20%
—
—
Salary
15%
10%
10%
10%
Safety
—
—
10%
—
Cultural
—
—
—
15%
Stop using one matching formula for every worker. Multi-Category Matching Rules give each worker type the scoring it deserves.