1.4
Module 1 · AI in Recruitment
CV Parsing & Screening
Understand how AI screens resumes, set up scoring rubrics, and audit for bias in automated shortlisting.
Screening Rubric Builder
CV Audit Checklist
Screening Rubric Builder
Build a structured scoring rubric for CV screening. Define criteria, set score anchors, and simulate how an AI would rank candidates against your rubric.
Criterion
Weak
Fair
Good
Strong
CV Screening Audit Checklist
Use this checklist to audit your AI-powered CV screening process for fairness, accuracy, and legal compliance. Check off items as you verify them.
Key insight: AI screening tools can process thousands of CVs in minutes, but they inherit biases from their training data. A structured rubric ensures the AI scores against job-relevant criteria, while regular auditing catches disparate impact before it becomes a legal and ethical problem.