Resume Screening Bias in Cybersecurity Hiring: An Audit Study

What Did This Cybersecurity Research Find?

This cybersecurity hiring study sent 4,000 matched resume pairs to cybersecurity job postings to measure screening bias. Cybersecurity employers showed significant bias based on educational institution prestige, with resumes listing brand-name universities receiving 38% more callbacks despite identical qualifications and certifications.

Key Findings

• 1Brand-name university resumes received 38% more callbacks for identical qualifications
• 2Certifications partially offset educational prestige bias, reducing the gap to 14%
• 3Bootcamp graduates received comparable callback rates to four-year degree holders when both had certifications
• 4Gender-associated names showed a smaller but measurable callback difference of 7%
• 5Blind resume screening eliminated 85% of the measured bias

How Does This Apply to Cybersecurity Careers?

Job seekers from non-prestigious educational backgrounds should emphasize certifications, projects, and experience to offset institutional bias in cybersecurity hiring.

Who Should Read This?

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