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How Harvard University Screens 60,000 Applications — AI for Higher Education Hiring

Harvard receives over 60,000 applications annually across 12 schools and 40+ research centers. AI-powered screening helps universities handle massive application volumes while maintaining equity-focused, merit-based hiring standards — reducing time-to-fill from 67 days to under 30.

What AI Screens For

  • Staff competency assessment across administrative, IT, and facilities roles
  • Research position technical methodology and grant-readiness
  • Equity and accommodation compliance
  • Committee workload reduction through pre-screened shortlists

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