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Bias-Free Scoring

Evaluate candidates on skills, not background

AI-generated, role-specific rubrics score candidates against objective criteria β€” reducing unconscious bias and giving every applicant a fair, consistent, and explainable evaluation.

Objective Evaluation

Consistent scoring, free of noise

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AI-Generated Rubrics

Generate a structured, role-specific scoring rubric from the job description so every candidate is judged against the same objective criteria.

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Bias-Free Scoring

Scoring focuses on demonstrated skills and competencies β€” not names, schools, or other signals that introduce unconscious bias.

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Explainable Results

Every score comes with reasoning and a skill breakdown, so decisions are transparent, auditable, and defensible.

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Resume Depth Analysis

AI evaluates the true depth behind claimed skills β€” distinguishing genuine expertise from buzzword padding.

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Consistent Across Candidates

The same rubric is applied to everyone, eliminating reviewer-to-reviewer variability and gut-feel inconsistency.

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Audit-Ready

Transparent, rubric-based scoring creates a clear record that supports fair-hiring compliance and internal reviews.

How It Works

From job description to fair score

SkillIQ turns your role requirements into an objective rubric, then scores every candidate against it β€” consistently and transparently.

  • Generate a role-specific scoring rubric from the JD
  • AI scores candidates against the rubric’s objective criteria
  • Skill-depth analysis validates claimed expertise
  • Each result includes reasoning and a skill breakdown
  • The same standard is applied to every applicant
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Rubric-Based Scoring

For Fair Hiring

Diverse pipelines, defensible decisions

Reduce unconscious bias and build a more diverse, qualified pipeline β€” with evaluations you can stand behind.

  • Focus evaluation on capability, not pedigree
  • Consistent rubrics reduce reviewer bias
  • Explainable scores support compliance and audits
  • Pairs with assessments, interviews, and fraud prevention
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Fair Evaluation Engine

Make every evaluation fair and objective

AI rubrics and bias-free scoring for consistent, defensible hiring. Get started with SkillIQ.