OFFICIAL RECRUITMENT STANDARDS & SCREENING CRITERIA

Role Qualifications & Scoring Framework

Every candidate application is parsed and scored against the mandatory requirements, hard technical skills, relevant years of experience, and educational alignment established below.

PASSING BENCHMARK: 70.0%

Required overall score to pass Stage 1 AI Screening and proceed to Stage 2 Interview & Assessment.

4-PILLAR WEIGHTED EVALUATION MATRIX:

1. HARD SKILLS 35% WEIGHT

Core technical stack, frameworks, tools, programming languages, and library matches in resume text.

2. EXPERIENCE 35% WEIGHT

Verified years in role evaluated against the position's minimum experience baseline threshold.

3. EDUCATION 15% WEIGHT

Relevant Bachelor's, Master's, Ph.D. degrees or verified industry certifications.

4. FORM & CULTURE 15% WEIGHT

Form completeness, contact validity, expected salary reasonableness, and operational keywords.

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