ASTRA X / OPPORTUNITY MATCH
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EXPLAINABLE RANKING ENGINE
Candidate Ranking & Explainability
Deterministic 6-factor matching, Groq cognitive reranking, and auditable evidence breakdown.
Select Target Requisition
MATCHING PIPELINE
STABLE
Profile Representation → Skill Extraction → 6-Factor Heuristics → Groq Consensus → Audit Ledger
6-Factor Weight Matrix
v2.1 Deterministic
Skills Alignment30%
Experience Relevance20%
Semantic Compatibility15%
Education Tier15%
Behavioral / Reliability10%
Location & Work Pref10%
Ranked Applicants
| Rank | Candidate Profile | Match Score | Matched Skill Evidence | Location Alignment | Actions |
|---|---|---|---|---|---|
| fact_check Select a job role above to compute explainable candidate rankings. | |||||
Niyukti Decision Ledger
Auditable record of matching calculations, cognitive evaluations, and model confidence.
sync
Synchronizing verified audit trail from database...